Dissertations/Thesis

Clique aqui para acessar os arquivos diretamente da Biblioteca Digital de Teses e Dissertações da UNIFESSPA

2025
Description
  • SÂMYRA SILVA LIMA
  • Environmental Infractions In The Areas Proposed For Conservation Units: APA Do Bico Do Papagaio And APA Do Paleochanal Do Tocantins

  • Advisor : DANILO ELIAS DE OLIVEIRA
  • Data: Jun 26, 2025
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  • Conservation units have a greater species richness compared to unprotected sites, a fact that highlights the need for conservation. In this regard, the study aimed to spatialize environmental violations in the areas proposed for the establishment of the APAs of the Tocantins Paleocanal and Bico do Papagaio.The methodology used was quantitative, divided into three stages: obtaining and spatializing environmental infraction reports; preparing maps to correlate infraction reports with land use and occupation; and applying the Kernel density method to understand the spatial concentration of infractions. The results indicate that most infractions are concentrated in pasture areas, with emphasis on the municipality of Marabá, in the state of Pará, which recorded the highest number of infractions.This concentration may be associated with socioeconomic pressures in the region, especially mining, agricultural, industrial activities and urbanized areas. Furthermore, temporal analysis with LandSat satellite imagery between 1998 and 2023 demonstrated that there were changes in land cover.

  • ROBERTO FIGUEREDO RODRIGUES
  • Development of a wireless network log analysis application to support decision-making in the Information Technology infrastructure

  • Advisor : DIEGO DE AZEVEDO GOMES
  • Data: Jun 18, 2025
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  • In recent years, in response to the process of digital transformation, the Brazilian federal government has intensified its focus on cybersecurity. In 2022, the federal government’s secretariat developed a policy model aimed at guiding the management of logs from computer systems, which are generated in large volumes within institutions and can be analyzed to identify patterns, understand processes, events, failures, security breaches, and other types of incidents. However, non-intelligent analysis of these artifacts leads to a number of difficulties when a more detailed forensic investigation of anomalies, security violations, or even cybercrimes is required, due to the large quantity of records in a non-user-friendly format. To overcome these challenges, the adoption of data analysis techniques is essential, particularly given their ability to perform automated evaluations with a high degree of accuracy. At the Federal University of South and Southeast Pará (Unifesspa), as in most public institutions, a large number of log records are continuously generated in response to various types of anomalies in ICT systems. These logs can be used to prevent risk situations and even block harmful actions in real time. In light of this scenario, the present research proposes the development of an intelligent analysis tool applied to computer forensics, focusing on the analysis of wireless network logs at Unifesspa. The goal is to implement effective data analysis practices that contribute to reducing risk events to the ICT infrastructure and the organization as a whole.

  • MARCILIO DOUGLAS SILVA MARQUES
  • Language Models for Classifying Police Reports from Marabá, Pará

  • Data: May 27, 2025
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  • The rise in violence across Brazil, coupled with the increasing availability of public security data, highlights the urgent need for efficient methodologies to analyze and classify this information. Automated approaches offer a promising avenue to enhance the analytical capabilities of public security agencies, enabling deeper insights into crime patterns and supporting evidence-based decision-making. This study presents the development of a classifier for police reports in the city of Marabá, Pará, employing data mining techniques and fine-tuning of pre-trained Large Language Models (LLMs), including Bidirectional Encoder Representations from Transformers (BERT) and its Portuguese-adapted variant, BERTimbau. Experimental results show that BERT and BERTimbau achieved classification accuracies of approximately 90% and 92%, respectively, on validation datasets. These findings demonstrate the effectiveness of LLMs in the automatic classification of police reports and highlight their potential to enhance criminal data analysis and contribute to more efficient and data-driven public security policies.

  • ANA CAROLINE SANTOS DA SILVA
  • MAPPING OF WATER USE AND QUALITY IN THE ITACAIÚNAS RIVER WATER BASIN, EASTERN AMAZON

  • Data: Feb 21, 2025
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  • The state of Pará, located in the largest freshwater river basin in the world, stands out for its environmental and socioeconomic relevance. The Itacaiúnas River Basin (BHRI), located in this region, faces major challenges due to high deforestation and intensive land use, driven mainly by agricultural, mining and logging activities. Although there are protected areas, the use of water resources is still poorly understood, with notable discrepancies between the number of release permits and the abstraction of surface and underground waters, which leads to significant amounts of irregular abstractions, and favors an increase in crimes. environmental issues such as the illegal exploitation of natural resources and water contamination. Water management in the region lacks adequate structure and efficient integration. The application of forensic sciences in the study of BHRI's water resources presents itself as an indispensable tool to combat environmental crimes in the region. Techniques such as detailed mapping and data analysis make it possible to identify critical areas, assess the impacts of human and natural activities – including illegal deforestation, pollution and changes in land use – and provide accurate information to hold offenders accountable. The maps generated by this study are extremely important, as they not only point out the regions most affected by environmental crimes, but also offer concrete subsidies to mitigate or even remedy them. This visual and scientific evidence can guide inspection actions, biodiversity conservation and the formulation of more effective public policies, promoting integrated and sustainable management of the BHRI.

  • ESTEFANY SANTOS CORDOVIL
  • Application of Computational Quantum Chemistry in the Development of Rapid Tests for the Identification of NBOMe and NBOH

  • Data: Feb 18, 2025
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  • In the group of phenylethylamines, there are two classes called NBOMe and NBOH, considered New Psychoactive Substances (NSP), as they have changes in the molecular structure as a way of mimicking the psychoactive effects of other illicit drugs. Currently, both colorimetric tests and definitive expert laboratory tests have certain challenges in the correct identification, characterization and quantification of these illegal substances. In this context, this work aims to use techniques from computational Quantum Chemistry, molecular modeling and predictions in order to assist in the process of building a more efficient colorimetric test that includes the preliminary identification of the NBOMe and NBOH classes. In this project, the objective is to carry out an in silico investigation through computational chemistry to develop a spot test for identifying NBOMe and NBOH and the production of a Standard Operating Procedure (SOP) to establish uniform guidelines that increase the reliability of the results obtained and simplify the adoption of this method by forensic chemistry experts. For the computational calculations, the geometric and electronic properties, atomic charges, as well as the vibrational and thermodynamic properties of the NBOME and NBOH molecules (25C-, 25CN-, 25E-, 25G-, 25N-) were evaluated. Geometric optimization and compound frequency calculations were performed with the Gaussian 06 computational package, using the DFT method and the B3LYP correlation functional, associated with the basis sets B3LYP/6-31G*, B3LYP/6-31++G* and B3LYP/ 6-21G which made it possible to obtain the chemical reaction of the molecules with the reagents 2,3,5,6- tetrachloro-1,4-benzoquinone (TCBQ) and 2-iodobenzoic acid (2-IB) and understand the connection between them, in addition to comparing the in silico infrared results with data obtained in the literature in laboratory experiments, with the aim of validating the results with a lower application cost. The study highlights the relevance of incorporating advanced computational techniques into daily forensic practice, promoting substantial advances in the detection of these illicit substances, while reducing costs and strengthening strategies to combat their misuse.

2024
Description
  • LINDON-NEYPE DOURADO DE SÁ
  • OPERATIONAL PROCEDURES FOR PRESERVING FIRE LOCATIONS TAILORED TO CBMPA FIGHTERS.

  • Data: Aug 31, 2024
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  • The enhancement of procedures that contribute to conducting investigations has been a constant demand, especially for the Pará State Military Fire Department (CBMPA), due to the relevance of the activity. Fire investigations examine the causes and circumstances of fires, which can aid in preventing new incidents and holding responsible parties accountable. In this context, this study aims to standardize the necessary procedures for preserving the scene of fire-related incidents to minimize the displacement and extinction of traces related to the causes of fires in buildings. The methodology adopted a systematic literature review and a case study design, using articles and expert reports from the CBMPA in the municipalities of Marabá and Belém, which resemble cases with minimal alteration of the incident scene. The results indicated a lack of knowledge among firefighters, such as the failure to check for forced entries and requests for site isolation. In this scenario, the study proposes the standardization of operational procedures for preserving fire scenes for the use of firefighting personnel, compiling the collected information into a guideline booklet to assist in the accurate conclusion of the cause recorded in the reports.

  • RAAB SILVA NOLETO
  • RECONHECIMENTO DE ESPÉCIES FLORESTAIS MADEIREIRAS UTILIZANDO REDES NEURAIS CONVOLUCIONAIS.

  • Data: Aug 30, 2024
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  • O reconhecimento de uma árvore depende da presença das características morfológicas do vegetal, como folhas, flores, raízes, caules e troncos. No entanto, a transformação da árvore em madeira beneficiada elimina essas características do vegetal. Nesse sentido, a análise da anatomia da árvore é uma alternativa de reconhecê-la quando as demais características se ausentarem. O objetivo deste trabalho foi demonstrar o desempenho de uma rede neural convolucional para reconhecer, por meio da anatomia da madeira, dez espécies florestais, sendo oito reconhecidas à nível de espécies (Bertholletia excelsa, Cariniana estrellensis, Erisma uncinatum, Hyminae sp, Manilkara huberi, Mezilaurus itauba, Grevilea Robusta e Melia azedarach) e duas à nível de gêneros (Dipteryx sp e Machaerium sp ). As imagens utilizadas foram coletadas do banco de dados “Forest Species Database - Macroscopic”, disponibilizado pelo Laboratório Visão Robótica e Imagem da Universidade Federal do Paraná (UFPR). Foram utilizadas 550 imagens da anatomia das madeiras em formato JPG com resolução de 3264 x 2448 pixels. Por meio dos testes realizados na rede neural convolucional criada, obteve-se a matriz de confusão, a precisão, o Recall e o f1-score. Foi possível demonstrar a viabilidade no reconhecimento de espécies florestais madeireiras utilizando a inteligência artificial (IA) por meio da rede neural convolucional com acúracia de 90% nos testes submetidos, demonstrando ser uma tecnologia promissora no reconhecimento de espécies florestais madeireiras.

  • MURILLO QUEIROZ MOREIRA
  • FIRE IN PHOTOVOLTAIC SYSTEMS: ANALYSIS OF FAILURE MODES THAT CAUSE FIRE IN PHOTOVOLTAIC SYSTEMS CONNECTED TO THE GRID AND PROCEDURAL RECOMMENDATIONS FOR PERFORMING EXPERTISE

  • Data: Aug 29, 2024
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  • The electrical energy generation by renewable sources has been one of the most
    significant means of energy production expansion worldwide. Among the available renewable sources, solar
    photovoltaic energy has taken an important role in this process. In Brazil, the implementation of photovoltaic
    energy generation systems, considering micro and mini generation, like global tendencies, grew considerably
    since 2012 after the regulation established by the national energy regulatory agency. Such increasing
    implementations means a bigger diversification of the energy sources of the country, which leads to
    enlargement of the national power generation and to benefits for those who invest in these solutions. However,
    an increasing number of fire incidents related to PV systems has been observed as well. This scenario leads to
    the augmentation of fire investigations related to PV systems, which it will demand a more refined knowledge
    of the criminal expert (or fire investigator) regarding the local inspection, the collection of data and evidence
    and its analysis, then, to proceed the writing of the forensic report. Therefore, considering that fire scene
    investigation constitutes a very distinct area of forensic engineering, this work aims to provide a bibliographic
    survey about failure modes in grid connected PV systems that may cause fire or could be related to it.
    Additionally, from these identified failure modes, it will be recommended some specific procedures to be
    performed in PV related fire sites to look for evidence that points the origin of the incident towards to the PV
    system.

  • JAINE DE JESUS VIEIRA PINHO
  • EXPERT ACTIVITIES IN ELECTRICAL ENGINEERING: AN ANALYSIS OF FRAUD AND ENERGY THEFT
  • Data: Aug 29, 2024
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  • Electrical energy is an essential factor for human life, for the development
    and well-being of society and, therefore, generating companies and concessionaires that distribute
    electrical energy make use of high financial investments to reach even difficult-to-access places.
    However, in this process there is difficulty in monitoring and controlling the electrical energy
    distributed and consumed, which allows the increasing occurrence of criminal activities, such as
    diversion of electrical energy. The most common deviations are theft and fraud of electrical energy,
    the purpose of both is the use of electrical energy without proper recording and measurement, in
    which some individuals avoid paying the total or partial amounts that correspond to the actual use of
    the electrical energy in private properties or commercial environments. Once the suspected
    occurrence is registered, whether by technicians from the energy concessionaire in a specific location
    or a complaint regarding the case, the local Civil Police is called and experts are designated to start
    investigations at the registered location of the occurrence. The expert's role is to find evidence that
    can elucidate the case, classifying or not the occurrence as theft or energy fraud, applying techniques
    and methodologies in accordance with criminalistics postulates.
    Keywords: Fraud and energy theft, Expert electrical engineering activities, Manual Guiding, Electric
    Energy.

  • ROBERTA DE FREITAS GODOY
  • GUIDELINES FOR CONDUCTING CRIMINAL INVESTIGATIONS OF FIRES IN BUILDINGS: AN INTEGRATED APPROACH

  • Data: Aug 23, 2024
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  • The present study aims to identify guidelines for the development of a Standard Operating Procedure (SOP) with an integrated approach directed towards criminal forensic investigations in the field of building fires. The research follows a methodological design of a case study, exploratory in nature, and at an organizational analysis level. For the development of the work, semi-structured interviews were conducted with official criminal experts in data collection, in addition to direct observation of technical standards, legislation, and international manuals. Subsequently, through the method of content comparison, intersection points were identified to guide the development of a manual with the identified guidelines comprising phases from prior planning, integrated investigation among public safety agencies, crime scene analysis, to the packaging of evidence found according to the chain of custody for criminal forensic investigations of building fires.

  • ROSEMBERG MONTEIRO DA SILVA
  • ENGENHARIA SOCIAL E SEGURANÇA PÚBLICA: O AMBIENTE VIRTUAL E OS DESAFIOS DA INVESTIGAÇÃO FORENSE NA COLETA DE EVIDÊNCIAS E PERÍCIA DE SOFTWARES MALICIOSOS

  • Data: Aug 23, 2024
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  • A era digital trouxe consigo uma nova gama de desafios para a segurança pública, com a proliferação de crimes cibernéticos e a necessidade de enfrentar metodologias sofisticadas de engenharia social. Este artigo explora a interseção entre essa técnica, a segurança pública e a investigação forense digital, destacando os desafios enfrentados na coleta de evidências e na perícia de software maliciosos. Esse método envolve a manipulação psicológica de indivíduos para obter informações confidenciais ou acesso a sistemas. A segurança pública tradicional agora abrange o mundo virtual, com agências policiais e órgãos governamentais que se dedicando a prevenir e combater crimes cibernéticos, abordando estratégias e tecnologias para proteger a sociedade contra
    ameaças digitais. A coleta de evidências em um ambiente virtual apresenta desafios únicos, incluindo a volatilidade dos dados e a necessidade de preservar a integridade das provas, com isso a análise é essencial para entender a natureza e o impacto de ataques cibernéticos, evidenciado as habilidades e as metodologias necessárias para conduzir uma perícia eficaz em códigos maliciosos. A engenharia social e a segurança pública no ambiente virtual são pilares essenciais na proteção da sociedade moderna contra ameaças digitais. A investigação forense desempenha um papel crucial na coleta de evidências e na análise. Para enfrentar esses desafios em constante evolução, é essencial que os profissionais estejam bem treinados e atualizados com as últimas técnicas e tecnologias.

  • VICTOR COSTA LIMA LEAL
  • PROPOSAL FOR A TRAINING COURSE ON CHAIN OF CUSTODY: the perception of public security professionals regarding the preservation of digital evidence

  • Data: Aug 21, 2024
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  • Regarding police work aspects, it is essential to promote the so-called information security, due to the massive use by public bodies and respective institutions of creating and preparing files. In this way, procedures such as Chain of Custody are means for processing data and preserving material and digital evidence. In this bias, this dissertation aimed to analyze the perception of public security agents regarding training regarding the identification, processing of data and preservation of evidence, material and digital, according to the respective chain of custody of the evidence and its specificities. For this, a quantitative, exploratory and descriptive methodology was used, through a documentary and survey study (e-survey). Data were collected through an online questionnaire, authored by the company, containing 15 items, among them, characterizing the participants and the police officers' perception of the chain of custody. The data were analyzed using descriptive statistics and show that the number of Internal Administrative Investigations and Disciplinary Administrative Processes carried out by the Civil Police of the State of Pará, between the years 2021 and April 2023, reflect the handling of evidentiary ballast, based on the daily techniques and mechanisms of the Civil Police of the State of Pará, in the stages of the chain of custody. In the survey about police officers' perception of chain of custody, it was found that out of a total of 95 participants, 65 belonged to the Civil Police, including military police, scientific officers and firefighters. Most of the police officers reported having basic knowledge about the chain of custody (30 civil police officers; 6 military officers, 1 scientific police officer and 1 military firefighter). Regarding the understanding of the availability of materials for transporting and packaging traces/evidence to the chain of custody, 37 participants reported that there was no availability. It was observed that 40 of the 64 responded that they had participated in procedures involving crimes, 52 reported that they knew where the chain of custody centers were located and only 27 had already had access to a Trace Monitoring Form. These data are important tools to verify that, according to the debate in the literature, the chain of custody is an important step that helps to elucidate crimes. However, it is necessary that public security agents are prepared to act in situations involving it. It is suggested that future studies can analyze the level of knowledge of public security agents. The study was limited in the number of participants, which can be treated as a suggestion for future studies, the increase in the sample quantity. The aim of this dissertation is to promote the creation of a kind of educational-pedagogical methodological model, aimed at public security agents who are part of the security forces of the Public Security Secretariat of the State of Pará, regarding the understanding and practical application regarding the preservation of digital evidence, through the institute called evidence chain of custody.

  • GABRIEL ARTUR SILVA
  • An analysis regarding the availability and reuse of open government data on drug seizures in Brazil and the world.

  • Data: Aug 16, 2024
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  • Studies that evaluate the availability, use and way in which data on drugs of abuse
    are openly disclosed in Brazil are little publicized. In this context, the present work sought to analyze the
    availability and use of open government data on illicit drug seizures by the main government security bodies.
    The tool used in this study to analyze the availability and use of data was the Brazilian Government Open Data
    (DGABr) metric. All data evaluation was carried out through the analysis of five perspectives, namely: open,
    legal, technical, managerial data and reuse. The data was found manually from academic publication websites and web platforms from the main security bodies and institutions with this specific focus. As results obtained with the application of DGABr on international data, presented here by the United Nations Office on Drugs and Crime, the result obtained was an index 4. At the national level, the databases of synthetic drug reports from the federal police also I achieved the level 4 indicator, however, the other databases reached the level 3 indicator. The level 4 indicator generally indicates that the data is overwhelming for human use and analysis, while the level 3 indicator indicates that the data is sufficient, however, presented in terms of ease of use, lack of clarity in methodologies or failure to meet the management perspective, given the absence of visualization technologies and applications for easy access to data. Given this, the datasets analyzed in this research mostly only partially met the analysis criteria, which shows that the quality and maturity of data on drugs still needs improvement.

  • OZAIDE FARIAS SERRÃO
  • Tool for Collection and Preservation of Water Sample data in Environmental Forensics

  • Data: Aug 16, 2024
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  • Concerns and challenges regarding environmental issues related to water pollution are a growing reality. To analyze such facts, environmental expertise is a very important tool used as evidence in legal proceedings. Environmental expertise is a relatively new specialty in Brazil, which serves to investigate and elucidate issues brought to the judiciary, such as degradation, damage and environmental infractions. It helps to scientifically confirm the occurrence of the damage and to ascertain its true extent. The present study aimed to create a standard auxiliary
    form and integrate this information into an application in order to facilitate the practice of collecting and preserving water samples. The Form allowed the creation of a kind of chain of custody for the procedure of collection and preservation of samples, and the development of the tool made it possible to capture, analyze and monitor this information through the data spreadsheet. Considering that the conclusive opinion of the environmental expert has a technical basis in the analysis of the data collected in the field, in the results of measurements and sampling, related to the specific legislation, the method favors the standardization of the data sent to the laboratory, improves information management and contributes to the agility of the preparation of expert reports, enabling
    the adoption of strategies in the characterization of water environmental impacts.

  • JHON KENNEDY DAMASCENO GONÇALVES
  • Exploration of Artificial Intelligence Techniques for Firearm Shot Detection: An Approach Based on Convolutional Neural Networks
  • Data: Jul 18, 2024
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  • Combatting violence is a significant challenge faced by Brazilian society. The alarming context of violence and firearm use reflects the urgent need for comprehensive and effective measures to suppress the hostility advancement and ensure the population safety. The firearm discharge detection proves to be a promising initiative in addressing and reducing crimes committed with the use of weapons. In this context, the use of artificial intelligence techniques offers a new perspective on the data interpretation and analysis, which enables one to automated and accurate identify sound patterns and to provide a strategic tool to combat armed violence,
    allowing for efficient allocation of police resources and preventive actions in areas affected by crime. The goal of this work is to explore and investigate the use of artificial intelligence in the firearm discharge detection, using deep learning algorithms and sound processing methods aiming to contribute to the development of more efficient detection techniques and provide theoretical and practical support for addressing armed violence in Brazil. Furthermore, the results obtained demonstrated the effectiveness of artificial intelligence techniques in automated and accurate detection of sound patterns, significantly contributing to the development of more efficient methods
    in combating armed violence. The achieved accuracy rates reached 99% across the different techniques utilized in the study, highlighting the robustness and promising capability of the developed models.

  • RENNEDY DA MOTA MACÊDO
  • APPLICATION OF VIRTUAL SCREENING IN COLORIMETRIC TEST PLANNING FOR PRELIMINARY IDENTIFICATION OF SYNTHETIC CANNABINOIDS

  • Data: Jul 10, 2024
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  • Synthetic cannabinoids constitute a group of New Psychoactive Substances (NSP) that mimic the effects of Cannabis sativa, as they act on the same cannabinoid receptors. They currently represent the third largest group of NSPs. The preliminary detection of these drugs has been a real challenge for Forensic Laboratories. In this context, the present work uses the Virtual Screening technique based on ligands to direct the selection of molecules with potential colorimetric activity, improving the process of searching for an efficient color test that includes the identification of the majority of synthetic cannabinoids, in addition to This is an alternative that requires less financial effort, infrastructure and time involved in discovery. For this, 4-dimethylaminobenzaldehyde and 2,4- dinitrophenylhydrazine were selected as reference chemical compounds for molecular filtering in chemical databases, obtaining, respectively, 13 and 20 distinct structures. These substances were subjected to molecular similarity comparison methodologies: Principal Component Analysis (PCA) and Cluster Analysis, which use specific molecular characteristics of the reference compounds, comparing them with the corresponding descriptors of the base molecules. data, using chemical similarity measures. Thus, it was possible to identify compounds with a greater degree of similarity to the reference compounds, indicating promising candidates for the preliminary identification of synthetic cannabinoids.

  • TATIANA OLIVEIRA MENEZES
  • SOIL FAUNA AS A BIOINDICATOR OF ENVIRONMENTAL IMPACT: CASE STUDY IN THE CARAJÁS MOSAIC

  • Data: Jun 25, 2024
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  • The Environmental Crimes Law No. 9,605/1998 emerged as a legal instrument to inhibit criminal practices that threaten the environment. However, the absence of metrics capable of measuring the degree of impact on biodiversity makes it difficult to apply the precepts of accountability. This work aimed to evaluate the degree of impact of an environmental infraction due to deforestation, using soil fauna as a bioindicator. The collections were carried out in a preserved area in the Tapirapé Biological Reserve (REBIOTA) and in a deforested area (illegal removal of wood) in the Campos Ferruginosos National Park (PARNACF). In each area we collected soil fauna using mini-winklers following the ALL protocol. The samples were taken to the Tauari Biodiversity Museum at Unifesspa for identification at the order level (all invertebrates) and genus/species (ants and termites). The
    parameters used for evaluation were abundance, richness, Shannon and Simpson diversity indices, evenness and similarity in composition. Compared to the preserved area, the deforested area had a reduction in total abundance (from 5566 individuals to 2313) and termites (from 1556 to 689), but an increase in ants (from 1902 to 1139). Evenness was low, except for ants, which increased from 0.41 to 0.81. Taxon richness also decreased, except for ants, which increased from 17 to 19 genera. The taxonomic composition of orders was very similar, with a filtering process for orders in general and termite species, with the deforested area having a fraction of the set of species in the preserved area. As for ants, there was a major replacement of the composition. Deforestation, even in its moderate form, causes significant changes in biodiversity, such as a reduction in the number of individuals and loss of ecological functions. The methodology used in the present study proved to be extremely efficient and effective, simple and low-cost, but with the use of different taxonomic resolutions.

  • FLAVIANY LUISE NOGUEIRA DE SOUSA
  • Identification of traces of failures in the executive procedure of floor coating with ceramic tiles: Development of a consultative tool under the aegis of Legal Engineering experts

  • Data: Apr 30, 2024
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  • A system for ceramic coating serves various purposes within a property. However, the causes of pathologies or failures in this type of system are relatively linked to the execution of the coating. With investigative techniques being refined, Investigative Engineering emerges, focusing on determining construction faults. In this vein, this study aimed to administer a questionnaire in a virtual environment to gather information regarding the procedural execution of inspections in floor coatings with ceramic tiles. The research results indicated that the respondents, Civil Engineering professionals, although not citing specific regulations or doctrines, demonstrated knowledge that, to some extent, aligned with regulations. Furthermore, it was possible to develop a manual with indications regarding traces in the aforementioned system. Finally, the use of a virtual environment proved to be a viable alternative, offering greater convenience in obtaining responses from professionals in different locations across the country.

  • ODILON JOSÉ CLAUDINO SOARES
  • INFLUENCE OF MANAGEMENT IN THE PRE-SLAUGHTER OF BOVINE ON THE QUALITY OF THE FINAL PRODUCT (CARCASS) – A FORENSIC VIEW IN THE SLAUGHTER HOUSE SCOPE

  • Data: Feb 29, 2024
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  • With the increase in the demand for meat at the global level, Brazil starts to play a leading role on the world stage, together with this, the reformulation of legislation regarding animal mistreatment and the well-being that governs the slaughterhouse branch, becomes a looked at with a view to the use of good practices in pre-slaughter management, in order to obtain products of better final quality and to comply with current legislation and the desires of the consumer market, to comply with the legislation on humane slaughter, that is, minimizing suffering animal and providing proper euthanasia to the animal. In this scenario, this work enters the slaughterhouses located in the city of Marabá/PA, which are under official inspection, to collect data on the handling in the pre-slaughter of cattle, seeking to establish a relationship between the management in relation to the final quality of the carcass and the prevalence of animal abuse. To this end, it establishes criteria for housing the animals in the slaughter pens, fasting time and water diet, way of driving the animals, use of electrified sticks in driving the animals, stunning method and its efficiency, bleeding time, prevalence of lesions in the carcass, prevalence of cadaveric rigidity, cortisol and glucose dosage (serological) and to end the pH measurement of the carcasses after cooling, in order to establish a correlation between the pre-slaughter, the maturation of the carcasses and the prevalence of abuse in the management, creating the basis for the elaboration of a spreadsheet indicating the prevalence or not of animal abuse in the expert scope. It is estimated that establishments under official inspection develop appropriate methodologies to comply with applicable legislation regarding humane slaughter. It was demonstrated in this work that the practices of humane slaughter and animal welfare in the pre-slaughter of cattle make a great difference in the final quality of the product and that it is possible to determine whether or not there is a prevalence of animal abuse, only with the observations carried out at the time of pre-slaughter, that is, accommodation, fasting and water diet and practices for driving animals from the pen to the slaughter room. Based on this study, the observation sheet will, in the end, issue an opinion on the methodology used, confirming or ruling out the prevalence of animal abuse, which will consequently determine the presence or absence of superior quality conditions in the carcasses processed by the slaughter establishment. of cattle, being a tool for the judicial expert, official or ad hoc, in the assertiveness of the assessment, when requested by the court, on the absence or presence of animal abuse in cattle slaughter establishments.

2023
Description
  • NAIARA PEREIRA DOS SANTOS MOTTA
  • Modernização dos Processos de Identificação Civil Aplicados à Polícia Civil do Estado do Pará com Utilização de Tecnologia Blockchain.

  • Data: Oct 30, 2023
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  • O presente trabalho teve como propósito apresentar um protótipo baseado em tecnologia Blockchain privada para o armazenamento de dados, especificamente, dados de identificação civil inseridos no sistema da Polícia Civil do Estado do Pará, com vistas a evitar falsificações por meio de validação usando criptografia (hashing). Por conta das características de segurança e transparência no armazenamento de dados, a Blockchain tem sido utilizada em diversas tecnologias, como a criptomoeda Bitcoin, contratos inteligentes, economia compartilhada, governança corporativa, proteção de propriedade intelectual, Internet das Coisas (IoT), na Educação, entre outros, e também no gerenciamento de identidades, foco deste trabalho. Para que se realize a emissão das identidades no Brasil é necessária a coleta de dados biométricos, especificamente, as impressões digitais. No estado do Pará, atualmente, o processo de coleta das impressões digitais para efeitos de identificação civil, criminal e post mortem, processos estes, realizados pela Polícia Civil do Pará (PC-PA) são, em sua maioria, executados de forma manual, dada a utilização de fichas de identificações nas quais são coletadas as impressões digitais entintadas em ambos os processos. Este trabalho propõe a concepção e desenvolvimento de um protótipo que possa, garantir principalmente, a segurança das informações envolvidas, especialmente sob o aspecto da integridade e autenticidade dos documentos gerados a partir das identificações civis, criminais e post mortem com utilização da tecnologia Blockchain associada ao uso de contratos inteligentes.

  • GILVAGO ANTONIO BARBOSA DE SOUZA
  • SYNTHESIS OF SILVER NANOPARTICLES THROUGH TWO EXTRACTS OF JAMBU (ACMELLA OLERACEA AND ACMELLA CILIATA) AS A POSSIBLE REVEALING AGENT FOR LATENT FINGERPRINTS (LFS)

  • Data: Aug 31, 2023
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  • From the advances in the 20th century, due to the use of Automated Fingerprint Identification Systems (AFIS) and the development of new reagents for the treatment and revealing of Latent Fingerprints (LFS), new possibilities have emerged for researchers from different fields of knowledge, presenting a new direction for the treatment and analysis of LFS, such as the use of nanotechnology. Generally, their fabrication occurs through physical or chemical methods involving noble metals, but many of these methods require expensive equipment, multiple steps, and generate toxic by-products. For this reason, green synthesis has been studied and pursued by several researchers due to its rapid, cost-effective production that is environmentally friendly. Within this context, this study aims to characterize and evaluate the effect of silver nanoparticles produced from plant extracts of two species known as Jambu Acmella oleraceae and Acmella ciliata, typical plants from Pará, in order to determine their potential as revealing agents for Latent Fingerprints (LFS). The objective is to develop an efficient LFS revealing agent with relatively lower costs compared to current methods and environmentally harmless, using extracts from Acmella oleracea and Acmella ciliata, typical plants from Pará.

  • MARIA DO SOCORRO SOARES DA CUNHA
  • ANÁLISE TEMPORAL E JURÍDICA DOS AUTOS DE INFRAÇÃO NO MOSAICO DE CARAJÁS E SUA ZONA DE AMORTECIMENTO, SUDESTE PARAENSE, AMAZÔNIA ORIENTAL

  • Data: Aug 31, 2023
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  • A presente dissertação tem por finalidade realizar uma análise dinâmica temporal dos autos de infração lavrados pelo ICMBio (Instituto Chico Mendes de Conservação e Biodiversidade) e IBAMA (Instituto Brasileiro do Meio Ambiente e dos Recusos Naturais Renováveis) no Mosaico de Carajás e sua zona de amortecimento. Para tanto, primeiramente fez-se necessário mapear a dinâmica temporal das autuações de infrações ambientais emitidas pelo IBAMA e pelo ICMBio na área compreendida pelo Mosaico de Carajás. Posteriormente, passou-se a investigar quais os preditores legais e de políticas públicas compreendidas no período de 1980 a 2021 que potencialmente impactaram no número de autos de infração expedidos. Assim, buscou-se categorizar os tipos de infrações que são cometidos com maior frequência correlacionando com fatores políticos, sociais e econômicos compreendidos na circunscrição do Mosaico de Carajás. Por fim, se pôde valiar a eficácia da fiscalização ambiental, medida pelo número de autos de infração lavrados versus a área total desmatada em cada ano no Mosaico e em sua Zona de Amortecimento, para Identificar a proporção de infrações cometidas por pessoa física e pessoa jurídica e correlacionar com as categorias de infração. Nessa perspectiva, utilizou-se o método de estudo observacional, transversal, descritivo, quantitativo e retrospectivo. A compilação constante dos autos de infração serviu de base para a análise temporal dos fatores legais e das políticas publicas do respectivo período, para mapear os niveis dos danos e suas causas e as principais consequências deixadas por essas infrações para que ao final seja elaborado um parecer técnico e a criação de uma ferramenta digital (cartilha) de procedimentos para auxiliar na confecção dos autos de infração de forma efetiva.

  • ALDO SOARES EVANGELISTA
  • The digital proof of geolocation in the Labor Court

  • Data: Aug 30, 2023
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  • The digital proof of the geolocation type emerges as another alternative in the science of law, of licit and legitimate proof, to be produced in the labor judicial process, aiming to seek the feasible truth and the conviction of the judge. The Labor Court in Brazil is a pioneer, through a digital proof program. In this reality, the question arises: How is the Labor Court in Brazil treating the digital proof of geolocation in the Judicial Processes and its reflections in the Labor Judicial Decisions? In this way, the research has the objectives: to investigate the solution and the good practices executed by the Labor Justice in the treatment of digital evidence; to identify the
    concept and normative foundation of digital proof in Brazil; analyze what is the forensic procedure for investigating digital evidence; and relate the digital proof of geolocation, with expert report or not, with the decisions of labor lawsuits. The research methodology is documental, with qualitative analysis of materials collected in Brazil, and of Decisions of Labor Lawsuits from January 2022 to June 2023, of the TST and the TRT11th Region. To filter the research sources based on open and public data, it was necessary to establish the descriptors: digital proof, electronic proof, digital proof and geolocation, geolocation, "digital chain of custody" and "Veritas system"; and establish Criteria for the Analysis of Judicial Decisions. As a result, 114 Labor Lawsuits were analyzed, and the concern of the Brazilian Labor Court to understand, dominate, use and multiply knowledge related to digital evidence was identified. But, it was found that there is a need for improvements in the validation of digital proof; there is a non-observance of the norms of archival science; the need to improve the evidentiary standard in the Labor Court; improve the mastery of the subject by lawyers; and the need for the curated repository of digital proof. In the end, fruits of this research, the technological products: the Guideline and the Preliminary Project of the General Law of Digital Evidence.

  • CLEYRIANE MIRANDA DA SILVA
  • Tools for the preservation of water environmental crime sites: an approach directed to “first responders”.

  • Data: Aug 30, 2023
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  • The Amazon is one of the best-preserved biomes in the country, with low population density and a vast forest permeated by water resources, but threatened and exploited anthropically, through various environmental crimes. The general objective was to develop tools that help the "first responders" on the importance of isolating and preserving places of water environmental crimes. The justification for the study is that including this innovative approach can provide valuable information to train the various professionals involved in the protection of the Amazon, as well as sensitize them about the importance of isolating and preserving the location of crimes that affect water resources, service vital natural ecosystem for survival, in addition to contributing to the large gap in information and specific technical knowledge to adequately train these professionals. In view of this, the research problem is: how to develop effective tools, such as an E-book and an application, to assist the "first responders" in the preservation of sites of water environmental crimes in the Amazon based on Forensic Sciences? The methodology was based on participatory action research, focusing on the criminal investigation of environmental water crimes in the Amazon, with a qualitative approach using data collection instruments such as participant observation, questionnaires/forms and interviews. The research sought to develop and improve practical tools to assist “first responders” in the preservation of water environmental crime scenes. After defending the dissertation, several professionals involved in combating environmental crimes will be invited to evaluate the tools, ensuring the applicability and relevance of the results obtained, with subsequent publication of a scientific article.

  • IDELVANDRO JOSE DE MIRANDA FONSECA
  • UMA PROPOSTA DE PROCEDIMENTO OPERACIONAL PADRÃO PARA SMARTWATCHES

  • Data: Aug 30, 2023
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  • A internet das coisas (do inglês internet of things - IoT) define um ambiente dinâmico e inter-relacionado de dispositivos do cotidiano e industriais conectados à internet. O crescimento de dispositivos IoT aumentou significativamente os perigos de ataques cibernéticos, levando a computação forense a um esforço continuado na superação de desafios para obter evidências confiáveis em um ambiente complexo, heterogêneo e diverso, como o ecossistema IoT. Os dispositivos vestíveis são dos mais populares nos dias de hoje. Extrair dados para análise forense digital em dispositivos IoT é um desafio, pois na sua concepção não há a preocupação com esse
    tipo de atividade, dada a inexistente padronização na escrita e coleta dos dados no ecossistema IoT. Com tantos dispositivos conectados o volume de dados armazenados e trafegado na rede são enormes, oportunizando o levantamento de evidências em várias fases de um processo de análise forense. Apesar disso, a falta de padrão na escrita e leitura dos dados eleva a dificuldade de se obter registros relacionáveis de maneira simples e mantendo a integridade dos dispositivos, o que poderia acelerar o processo de resolução de um crime cibernético. Este trabalho visa definir procedimentos para análise de evidências forenses em dispositivos vestíveis do tipo smartwatches, mantendo sua cadeia de custódia e integridade. Na parte experimental, utilizado
    como prova de conceito dos procedimentos propostos, foram usados dois smartwatches, um da fabricante Samsumg e outro da apple, por serem as líderes de mercado neste seguimento, e a partir desses dispositivos procedeu-se à extração de dados sem o acesso de superusuário (root) do sistema, com o uso de diversas ferramentas, dentre elas, softwares proprietários de empresas especializadas, e também softwares dos fabricantes dos dispositivos. Para análise dos dados foram utilizados softwares de código aberto. Mesmo sem o acesso de superusuário, e mediante a utilização do procedimento operacional proposto, foi demonstrada a recuperação de informações relevantes a partir dos smartwartches testados, tais como: agenda telefônica,
    registro de chamadas, lembretes, fotos de perfil de contatos telefônicos, ultimas redes sem fio conectadas, dados de hardware e software instalados, fotos e vídeos salvos nos dispositivos, atividades físicas, informações sobre cartões bancários, entre outras.

  • CARLOS AUGUSTO DE SOUSA ARAÚJO NETO
  • INFRAÇÕES AMBIENTAIS NO MOSAICO DE CARAJÁS, SUDESTE PARAENSE, AMAZÔNIA ORIENTAL: Uma investigação espacial dos autos de infração e sua relação com a paisagem

  • Data: Aug 29, 2023
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  • O Mosaico de Carajás compreende a Serra dos Carajás, uma imensa província mineral, situada no interior da Amazônia, na região norte do Brasil. O Mosaico é composto por seis Unidades de Conservação e uma Reserva Indígena. As áreas protegidas do Mosaico sofrem bastante pressão antrópica, sendo alvos de constante fiscalização dos órgãos ambientais visando combater infrações ambientais. O diagnóstico dessas infrações é essencial para tomada de decisões e gestão integrada, bem como auxiliar na avaliação dos impactos ambientais e no monitoramento ambiental. Este trabalho objetiva avaliar a distribuição espacial dos autos de infração ambiental no Mosaico de Carajás. Para isso, utilizamos os bancos de dados de autos de infração do Núcleo de Gestão Integrada do Mosaico de Carajás (NGI Carajás) do Instituto Chico Mendes de Conservação da Biodiversidade (ICMBio) e do Instituto Brasileiro do Meio Ambiente e dos Recursos Naturais Renováveis (IBAMA). Esses dados foram trabalhados em ambiente SIG (Sistema de Informação Geográfica), utilizando técnicas de geoprocessamento, tais como a espacialização, estimativa de densidade de Kernel e a caracterização do uso e ocupação do solo. Os resultados demonstraram a efetividade das áreas protegidas no combate a infrações ambientais, apresentando baixa infrações quando comparado ao sudeste paraense. As infrações aconteceram principalmente na zona de amortecimento do mosaico, especialmente na região noroeste e leste. Nos limites das áreas protegidas, as infrações acontecem principalmente na FLONA do Tapirapé-Aquiri e na FLONA Itacaiúnas. Categoricamente, o desmatamento é o principal responsável pelas autuações ambientais na região e está intimamente relacionado com a conversão de floresta nativa em pastagem.

  • JOSÉ AUGUSTO BARBOSA DE ANDRADE
  • ANÁLISE DE RESÍDUO DE TIRO COLETADO DE SOBRANCELHA DE ATIRADOR USANDO MICROSCOPIA ELETRÔNICA DE VARREDURA (MEV)

  • Data: Aug 28, 2023
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  • Neste trabalho, coletou-se resíduos nas sobrancelhas do atirador, uma área não convencional, utilizando fita de carbono e analisada a persistência dos resíduos até 8 horas após o tiro. Foi utilizada uma espingarda calibre 28, comumente encontrada e usada na região Sul e Sudeste do Pará. A técnica de microscopia eletrônica de varredura acoplada à espectroscopia de energia dispersiva de raios-X (MEV/EDS) demonstrou ser eficiente na confirmação do tempo de persistência dos resíduos (GSR - Gunshot Residues) nos intervalos de 2, 4 e 8 horas após realização de tiro e posterior coleta nas sobrancelhas de um atirador. Para 2 horas após a realização do tiro foram encontradas 16 (desesseis) partículas em ambas as sobrancelhas, para 4 horas 1 (uma) partícula na sobrancelha esquerda e para 8 horas 1 (uma) partícula na sobrancelha esquerda. O método atual, que utiliza o reagente de Rodizonato de Sódio, não fornece resultados conclusivos, sendo necessário detectar chumbo (Pb), bário (Ba) e antimônio (Sb) em uma única partícula para confirmar a origem do GSR Também foi utilizada no estudo a técnica FTIR que também não forneceu resultados conclusivos. Nessa região do estado do Pará, Brasil, há a necessidade da utilização de uma técnica mais robusta para identificar resíduos de tiros de arma de fogo (GSR), que atenda às demandas das autoridades policiais e judiciais.  A técnica supracitada é eficaz, conclusiva, e pode ser implementada como uma ferramenta auxiliar importante no protocolo forense da região.

  • CARLOS ALBERTO GARCIA MONTEIRO
  • REMOTE SENSING TOOLS FOR FORENSIC ANALYSIS OF ROAD ASPHALT PATHOLOGIES

  • Data: Aug 14, 2023
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  • The objective of this work was to identify the benefits of remote sensing tools to aid in forensic studies on asphalt pathologies on highways. Through images obtained by different technologies (Google Earth, Google Street View and Drone), an attempt was made to identify structural and dimensional characteristics of pathological manifestations in asphalt pavements on highways, compatible with those recommended by DNIT Standard 005/2003 – TER. The Case Study research was used as a methodological design, where data on
    pathologies were collected in stretches of the BR 158 Highway, located near the municipality of Santana do Araguaia - PA. The adopted methodology was summarized in carrying out, in loco, the mapping of the pathologies with their respective geographic coordinates and the recording of the images through the Drone. Right away, image acquisitions were performed (Google Earth and Google Street View). With the exception of the Drone images, the others were obtained at a fixed workstation, and treated in such a way as to provide the necessary visual quality for a better interpretation of their characteristics. For Google Street View and Google Earth, past images related to the periods 06/2022 and 12/2022 were used, and Drone images, the period 02/2023. After the steps described above, a comparative work was carried out between all the images, where it was possible to identify significant changes for some defined points, while others, less relevant modifications, however, all remained altered throughout the periods studied. In this sense, it is possible to state that the tools proved to be efficient for recording and extracting images related to the defective points, and demonstrated, in addition to accuracy and agility, benefits in terms of the possibility of being able to observe the existence of changes in pavement compliance. It is therefore concluded that, although the Satellite images have demonstrated certain limitations regarding the definition of characteristics related to the structure and dimensioning of the pathologies, that the methodology proved to be innovative and possible to be adopted for purposes related to the object of this work, as it provides fast and accurate results. In addition, it demonstrated that it is possible to use it as a method in the process of comparing present and past images, in order to indicate the existence of any alteration in the conformation of the asphalt pavement, and thus contribute to the aid of forensic analysis, with regard to the conclusion of a possible case.

  • CARLOS ALBERTO GARCIA MONTEIRO
  • REMOTE SENSING TOOLS FOR FORENSIC ANALYSIS OF ROAD ASPHALT PATHOLOGIES

  • Data: Aug 14, 2023
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  • The objective of this work was to identify the benefits of remote sensing tools to aid in forensic studies on asphalt pathologies on highways. Through images obtained by different technologies (Google Earth, Google Street View and Drone), an attempt was made to identify structural and dimensional characteristics of pathological manifestations in asphalt pavements on highways, compatible with those recommended by DNIT Standard 005/2003 – TER. The Case Study research was used as a methodological design, where data on pathologies were collected in stretches of the BR 158 Highway, located near the municipality of Santana do Araguaia - PA. The adopted methodology was summarized in carrying out, in loco, the mapping of the pathologies with their respective geographic coordinates and the recording of the images through the Drone. Right away, image acquisitions were performed (Google Earth and Google Street View). With the exception of the Drone images, the others were obtained at a fixed workstation, and treated in such a way as to provide the necessary visual quality for a better interpretation of their characteristics. For Google Street View and Google Earth, past images related to the periods 06/2022 and 12/2022 were used, and Drone images, the period 02/2023. After the steps described above, a comparative work was carried out between all the images, where it was possible to identify significant changes for some defined points, while others, less relevant modifications, however, all remained altered throughout the periods studied. In this sense, it is possible to state that the tools proved to be efficient for recording and extracting images related to the defective points, and demonstrated, in addition to accuracy and agility, benefits in terms of the possibility of being able to observe the existence of changes in pavement compliance. It is therefore concluded that, although the Satellite images have demonstrated certain limitations regarding the definition of characteristics related to the structure and dimensioning of the pathologies, that the methodology proved to be innovative and possible to be adopted for purposes related to the object of this work, as it provides fast and accurate results. In addition, it demonstrated that it is possible to use it as a method in the process of comparing present and past images, in order to indicate the existence of any alteration in the conformation of the asphalt pavement, and thus contribute to the aid of forensic analysis, with regard to the conclusion of a possible case.

  • EDUARDA GUIMARÃES SILVA
  • DEVELOPMENT OF A WEB SYSTEM FOR EXPERT EVALUATION OF FOOTWEAR ACCESSIBILITY BASED ON NBR 16537

  • Data: Aug 14, 2023
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  • This work presents the development of a web system for the expert assessment of sidewalk accessibility, focusing on compliance with the Brazilian technical standard NBR 16537. The system aims to provide a comprehensive and efficient tool for forensic experts and planned urban planners to accessibility of sidewalks and identify areas that had improvements to ensure the inclusion and mobility of people with disabilities or reduced mobility. To develop the system, it was carried out in two stages, in the first stage a review of the scientific literature was carried out to identify relevant studies and articles on sidewalk accessibility and expert estimates. In the second stage of making the web system, it integrates several functionalities, some legal engineering expert reports were analyzed to extract the main items listed in the expertise involving tactile flooring. The system has an interactive interface for data collection, a georeferencing module for spatial analysis and a comprehensive database of sidewalk characteristics and compliance criteria based on NBR 16537. Therefore, the system allows forensic experts and urban planners to perform secondary inspections of sidewalks, record observations, and generate detailed reports that highlight nonconforming elements and recommendations for correction. The presented web system works as a valuable tool to conduct sidewalk accessibility estimates in accordance with NBR 16537 and that can significantly contribute to the identification of accessibility problems, guidance of targeted projects and creation of more inclusive urban environments.

  • THOMAS LUIS DA SILVA COUTO
  • AVALIAÇÃO DOS IMPACTOS DA VIRTÓPSIA ASSOCIADA A TECNOLOGIAS DE REDES NEURAIS CONVOLUCIONAIS SOBRE MÉTODOS DE AUTOPSIAS CONVENCIONAIS.

  • Data: Aug 12, 2023
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  • As ciências forenses sempre estiveram presentes em um quantitativo significativo de fatos históricos e relevantes na humanidade. De seu prelúdio do estudo anatômico pós morte até as tecnologias mais sofisticadas, estas sempre buscaram a elucidação de crimes e a construção de uma cadeia de custódia forte e consolidada. Porém, ainda há limitações em alguns dos métodos de investigação forense, como, por exemplo, a técnica de autópsia, onde há limitação humana no que se refere à análise de lesões em pequena escala. Como forma complementar aos métodos tradicionais utiliza técnicas de imageamento por radiação de carácter ionizante em sua modalidade de tomografia computadorizada, para análise de fraturas em ossos do crânio e da face, em vítimas de mortes violentas. Esta técnica complementar pode ser otimizada mediante o auxílio de redes neurais convolucionais para análise profunda das imagens. Esta pesquisa buscou desenvolver uma técnica de análise das imagens produzidas em virtópsia para auxiliar os diagnósticos forenses. O delineamento metodológico deste trabalho, inicialmente, realizou a construção de uma massa de dados de servidores PACS, com imagens DICOM e JPEG totalizando 820 imagens. Durante o tratamento dos dados foram retirados os artefatos e ruídos secundários. Utilizou-se para o treinamento e teste de redes neurais o software Orange data mining Ⓡ desenvolvido pela Universidade de Ljubljana localizada na Eslovênia. Foram utilizados de redes neurais com arquitetura de 16, 19 camadas e com também com a arquitetura intercept. Após análise dos resultados, identificou-se que a rede intercept obteve as maiores acurácias, sendo de 0,993 e 0,973 KNN e TREE respectivamente demonstrando um resultado promissor e amplo potencial para outras aplicabilidades e novos segmentos a essa pesquisa e a sociedade.

  • ANTONIO GILSON DE LIMA SOUSA
  • GEOTECHNOLOGIES FOR FORENSIC ANALYSIS: A LANDSLIDES CASE STUDY ON FEDERAL HIGHWAY BR-230

  • Data: Aug 12, 2023
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  • This work aimed to identify the implications of the use of geotechnologies in the forensic analysis of a case of landslide that occurred on the BR 230 Federal Highway. The research had as methodological design the Case Study. The study area analyzed was a stretch of the BR-230 highway, in the urban perimeter of the municipality of Marabá-PA, where there was a landslide, which was observed in loco and through interpretations of satellite images provided by Google Earth Pro. In the case researched, it was verified, in the act of analysis, that the damages on the margin of the point of the highway researched were, at least, thirteen months without recovery, that is, the technique also allows the verification of the recovery time of the highway (public works). It was concluded that several factors contributed to the fact remaining until July 2023 and that since July 2022 there has been no recovery work. The methodology used in the investigation of landslides can be adapted and applied in other similar situations, not limited to landslides on the Federal Highway. This approach could be valuable for forensic investigations in other areas affected by landslides.

  • ALINE CUNHA DA SILVA DOS REIS
  • LEGAL ENGINEERING AND SUPPORT HOUSES: NON-COMPLIANCE WITH CONANDA RULES AND ITS LEGAL IMPLICATIONS

  • Data: Aug 11, 2023
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  • The present work sought to address the existing interdisciplinary between Law and Engineering, within the scope of reception services and its implications in the field of administrative improbity, and the content will be published on its own website on the internet, accompanied by a dictionary of terms of easy query. The objective of this work was to analyze the interdisciplinary between Law and Legal Engineering in the context of the analysis of reports and/or engineering opinions by legal operators in administrative and judicial proceedings related to administrative improbity in shelters located in the state of Pará. For this, a comprehensive research was carried out on the interaction between the areas of Law and Legal Engineering in the specific context of shelters in the State of Pará and a forensic web dictionary was developed that contains the technical terms applied to shelters more commonly used in technical engineering reports related to impropriety, in order to facilitate understanding and communication between Law and Legal Engineering professionals. For the development of the forensic dictionary, an analysis of Legal Engineering opinions/reports presented in the instruction of judicial and administrative processes, Conanda resolutions and national and international standards for the basis of forensic technical terms was carried out. Therefore, the forensic dictionary combines a technical language that can be used in the understanding of documents/reports and be a language facilitator for law operators, as well as the completeness of its terms within the area of the impropriety process.

  • LUCIANA CORRÊA E SILVA
  • Crimes Cibernéticos: uma análise para o município de Belém-Pará.

  • Data: Mar 1, 2023
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  • Este estudo objetivou investigar a dinâmica de crimes cibernéticos ocorridos no município de Belém/PA no período de 2018 a 2022 fazendo o levantamento dos crimes cibernéticos mais prevalentes, classificando-os, além de identificar o perfil das vítimas deste tipo de crime. Para alcançar tal objetivo, usou-se neste estudo, procedimentos oriundos da pesquisa bibliográfica, documental e pesquisa de campo. Para a pesquisa de campo foi realizada coleta de dados estatísticos, referentes aos crimes cibernéticos, produzido pela Secretaria de Segurança Pública do Estado do Pará. Sendo que, a metodologia empregada para o desenvolvimento dos gráficos se baseia na utilização da linguagem de programação Python para processamento e análise de grande quantidade de dados. Assim sendo, o estudo se debruça em abordagem quantitativa, análise estatística e interpretação dos dados. Os dados possibilitaram identificar que o crime de maior destaque foi o crime de Estelionato, seguido dos crimes contra honra (calúnia, injúria e difamação) e o crime de invasão de dispositivo informático. Notou-se ao perfil das vítimas que, quanto ao sexo, a prevalência maior foi do sexo feminino; ao quesito profissão, foi identificado vítimas nos mais variados e independentes seguimentos profissionais; em relação a faixa etária, a maior prevalência está entre os adultos de 35 a 65 anos de idade; A região de Belém com maior ocorrência de crimes cibernéticos está no distrito central do município, onde se concentra os bairros de classe média alta da capital do Estado do Pará.

  • MICHELE GOULART DOS SANTOS
  • New Psychoactive Substances: Comprehensive reviews of their psychopharmacological effects and analytical methods

  • Data: Feb 27, 2023
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  • New Psychoactive Substances (NPS) are substances of abuse that are not internationally controlled by the Single Convention on Narcotic Drugs or the Convention on Psychotropic Substances, but which pose a great threat to public health. The increasing use of NPS is associated with more intense effects, and lower cost, in addition to not being identified in standard drug tests. NPS can be classified according to their main action on the central nervous system (CNS), being stimulants, cannabimimetic, depressants, and CNS hallucinogens. The use of NPS can cause strong dependence, however, the consequences of long-term use are still unclear for most synthetic drugs, and this requires further studies to obtain a better understanding of their effects. Another problem is the difficulty in identifying and controlling the drug the authorities, considering the speed with which a new substance enters the drug market. Faced with these questions, the objective of this work was to elaborate a bibliographic review of the main effects of NPS on the CNS according to their psychopharmacological activity, this being the first chapter, and in the second chapter, a systematic review was elaborated on the main validated analytical methods for identification of NPS in biological samples. It is hoped that this work will facilitate an understanding of the main mechanisms of action and potential health risks caused by this emerging class of drugs and that the synthesis of analytical information may facilitate the choice of the best method to be applied by the authorities in the identification of NPS.

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