Abstract
Internet has become the main communication instrument between criminals. Expressions used by criminals are ciphered, by replacing language terms with regionalized and mutant expressions. There is a need to reveal, understand and formalize these obscure dialects to enable the automation of searches and the analysis of intentions. OntoCexp (Ontology of Criminal Expressions) aims at providing a common and extensible model for identifying usage of crime expressions in Internet. Its foundations come from an initial terminology and a semantic analysis of written communication between criminals (from Twitter) in Brazil (Portuguese language). 17 papers on ontologies, out of 63 articles of interest, have been selected and used as input to our proposal. The initial version of OntoCexp and its core elements are presented here; the complete ontology (OWL file) is available publicly to be used. We expect it to be useful for cyber-security researchers and criminal investigators who wish to formalize knowledge on criminal communication in their systems, methods, and techniques.
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References
Rupa, C., Avadhani, P.S.: Message encryption scheme using cheating text. ITNG 2009 – 6th Int. Conf. Inf. Technol. New Gener. 1, 470–474 (2009)
Moghaddam, F.F., Karimi, O., Alrashdan, M.T.: A comparative study of applying real-time encryption in cloud computing environments. 2013 IEEE 2nd Int. Conf. Cloud Netw. 1, 185–189 (2013)
De Matos, S.C.: A Lingua dos “Filhos errantes da Sociedade”: Discurso, Poder e Discriminação nas gírias do sistema penitenciário do interior do Tocantins, no. 2004, pp. 559–570 (2013)
Gill, P., Corner, E., Conway, M., Thornton, A., Bloom, M., Horgan, J.: Terrorist use of the internet by the numbers: quantifying behaviors, patterns, and processes. Criminol. Public Policy. 16(1), 99–117 (2017)
Cerqueira, D., Lima, R., Bueno, S., Neme, C., Ferreira, H., Coelho, D., Alves, P., Pinheiro, M., Astolfi, R., Marques, D., Reis, M., Merian, F.: Atlas da Violência. Ipea and Brazilian Forum on Public Security (2018)
Júnior, A.P.C., Veiga, E.F., Barbosa, J.L.F., Calixto, W.P., Silva, L.F.A., Campos, P.H.M., Gomes, V.M., Castro, L.L.O.P.: Ontology Applied in the Judicial Sentences. 2017 Chil. Conf. Electr. Electron. Eng. Inf. Commun. Technol. Proc. 2017, 1–6 (2017)
Michel, M.C., Carvalho, M., Crawford, H., Esterline, A.C.: Cyber identity: salient trait ontology and computational framework to aid in solving cybercrime. 2018 17th IEEE Int. Conf. Trust. Secur. Priv. Comput. Commun. 1, 1242–1249 (2018)
Jo, D.W., Kim, M.H.: Web-based semantic web retrieval service for law ontology. Proc. – 2013 IEEE Int. Conf. High Perform. Comput. Commun. 1, 666–673 (2014)
Osathitporn, P., Soonthornphisaj, N., Vatanawood, W.: A scheme of criminal law knowledge acquisition using ontology. Proc.18th IEEE/ACIS Int. Conf. Softw. Eng. Artif. Intell. Netw. Parallel/Distributed Comput. 1, 29–34 (2017)
Gang, L., Yingge, M., Kejun, W., Shaobin, H.: A domain security ontology network constructing and hardening technology. Proc. – 2014 4th Int. Conf. Instrum. Meas. Comput. Commun. Control. IMCCC. 2014, 788–793 (2014)
Rosa, F.F., Jino, M., Bonacin, R.: Towards an ontology of security assessment: a Core model proposal. In: Latifi, S. (ed.) Information Technology – New Generations. Advances in Intelligent Systems and Computing, vol. 738, pp. 75–80. Springer, Cham/Las Vegas (2018)
Wu, L., Morstatter, F., Liu, H.: SlangSD: building, expanding and using a sentiment dictionary of slang words for short-text sentiment classification. Lang. Resour. Eval. 52(3), 839–852 (2018)
Mendonça, R.R., Rosa, F.F., Bonacin, R.: OntoCexp – ontology of criminal expressions. Available: https://github.com/ricardoresende/OntoCexp (2018). Accessed 19 Oct 2018
Kitchenham, B.: Procedures for performing systematic reviews. Keele, UK, Keele Univ. 33(TR/SE-0401), 28 (2004)
Santos, L.E., Girardi, R., Novais, P.: A case study on the construction of application ontologies. Proc. 10th Int. Conf. Inf. Technol. New Gener. ITNG. 619–624 (2013)
Orphanides, C., Akhgar, B., Bayerl, P.S.: Discovering knowledge in online drug transactions using conceptual graphs and formal concept analysis. Proc. – 2016 Eur. Intell. Secur. Informatics Conf. EISIC. 2016, 100–103 (2017)
Rodrigues, C.M.O., de Azevedo, R.R., de Freitas, F.L.G., da Silva, E.P., Barros, P.V.S.: An ontological approach for simulating legal action in the Brazilian penal code. Proc. 30th Annu. ACM Symp. Appl. Comput. SAC ‘15. 376–381 (2015)
McDaniel, M., Sloan, E., Day, S., Mayes, J., Esterline, A., Roy, K., Nick, W.: Situation-based ontologies for a computational framework for identity focusing on crime scenes. 2017 IEEE Conf. Cogn. Comput. Asp. Situat. Manag. CogSIMA. 2017, 1–7 (2017)
Rodrigues, C.M.O., De Freitas, F.L.G., Oliveira, I.J.S.: An ontological approach to the three-phase method of imposing penalties in the Brazilian criminal code. Proc. – 2017 Brazilian Conf. Intell. Syst. BRACIS 2017. 2018, 414–419 (2018)
McDaniel, M., Sloan, E., Nick, W., Mayes, J., Esterline, A.: Ontologies for situation-based crime scene identities. SoutheastCon 2017, Charlotte, NC, 1–8 (2017)
Wyner, A., Hoekstra, R.: A legal case OWL ontology with an instantiation of Popov v. Hayashi. Artif. Intell. Law. 20(1), 83–107 (2012)
Capuano, N., De Maio, C., Salerno, S., Toti, D.: A methodology based on commonsense knowledge and ontologies for the automatic classification of legal cases. Proc. 4th Int. Conf. Web Intell. Min. Semant. – WIMS ‘14. 1, 1–6 (2014)
de Araujo, D.A., Rigo, S.J., Barbosa, J.L.V.: Ontology-based information extraction for juridical events with case studies in Brazilian legal realm. Artif. Intell. Law. 25(4), 379–396 (2017)
El Ghosh, M., Naja, H., Abdulrab, H., Khalil, M.: Towards a legal rule-based system grounded on the integration of criminal domain ontology and rules. Procedia Comput. Sci. 112, 632–642 (2017)
Rodrigues, C.M.O., De Freitas, F.L.G., De Azevedo, R.R.: An ontology for property crime based on events from UFO-B foundational ontology. Proc. – 2016 5th Brazilian Conf. Intell. Syst. 1, 331–336 (2016)
Dhouib, K., Gargouri, F.: Legal application ontology in Arabic. 4th Int. Conf. Inf. Commun. Technol. Access. ICTA. 2013, 1–6, (2013)
Noy, N.F., Mcguinness, D.: Ontology development 101: a guide to creating your first ontology. Knowl. Syst. Lab. 32, 1–25 (2001)
Mota, J.A.: Glossário de Palavras e Expressões Utilizada oor Facções Criminosas e Presos [Online]. Available: http://egp.seaprj.com/wp-content/uploads/2018/01/Palavras-e-Expressões-Facções.pdf (2016). Accessed 19 Oct 2018
Theophilo, A.: Twitter reader – python code [Online]. Available: https://github.com/theocjr/twitter-reader (2018). Accessed 29 Oct 2018
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de Mendonça, R.R., de Franco Rosa, F., Theophilo Costa, A.C., Bonacin, R., Jino, M. (2019). OntoCexp: A Proposal for Conceptual Formalization of Criminal Expressions. In: Latifi, S. (eds) 16th International Conference on Information Technology-New Generations (ITNG 2019). Advances in Intelligent Systems and Computing, vol 800. Springer, Cham. https://doi.org/10.1007/978-3-030-14070-0_7
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