Abstract
With the growing popularity of micro-task crowdsourcing platforms, new workflow-based micro-task crowdsourcing approaches are starting to emerge. Such workflows occur in legal, political and conflict resolution domains as well, presenting new challenges, namely in micro-task specification and human-machine interaction, which result mostly from the flow of unstructured data. Domain ontologies provide the structure and semantics required to describe the data flowing throughout the workflow in a way understandable to both humans and machines. This paper presents a method for the construction of micro-task workflows from legal domain ontologies. The method is currently being employed in the context of the UMCourt project in order to formulate information retrieval and conflict resolution workflows.
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References
Von Ahn, L.: Human Computation. In: 46th ACM IEEE Design Automation Conference, pp. 418–419 (2009)
Chklovski, T.: Learner: A System for Acquiring Commonsense Knowledge by Analogy. In: Proceedings of the 2nd ACM International Conference on Knowledge Capture, Sanibel Island, FL, USA, pp. 4–12 (2003)
Singh, P., Lin, T., Mueller, E.T., Lim, G., Perkins, T., Zhu, W.L.: Open Mind Common Sense: Knowledge Acquisition from the General Public. In: Meersman, R., Tari, Z. (eds.) CoopIS/DOA/ODBASE 2002. LNCS, vol. 2519, pp. 1223–1237. Springer, Heidelberg (2002)
Ahmad, S., Battle, A., Malkani, Z., Kamvar, S.: The Jabberwocky Programming Environment for Structured Social Computing. In: Proceedings of the 24th Annual ACM Symposium on User Interface Software and Technology, Santa Barbara, CA, USA, pp. 53–64 (2011)
Kittur, A., Smus, B., Khamkar, S., Kraut, R.E.: Crowdforge: Crowdsourcing Complex Work. In: Proceedings of the 24th Annual ACM Symposium on User Interface Software and Technology, Santa Barbara, CA, USA, pp. 43–52 (2011)
Kulkarni, A.P., Can, M., Hartmann, B.: Turkomatic: Automatic Recursive Task and Workflow Design for Mechanical Turk. In: CHI 2011 Extended Abstracts on Human Factors in Computing Systems, Vancouver, BC, Canada, pp. 2053–2058 (2011)
Little, G., Chilton, L.B., Goldman, M., Miller, R.C.: Turkit: Human Computation Algorithms on Mechanical Turk. In: Proceedings of the 23rd Annual ACM Symposium on User Interface Software and Technology, New York, NY, USA, pp. 57–66 (2010)
Luz, N., Silva, N., Maio, P., Novais, P.: Ontology Alignment through Argumentation. In: 2012 AAAI Spring Symposium: Wisdom of the Crowd (2012)
Sarasua, C., Simperl, E., Noy, N.F.: CrowdMap: Crowdsourcing Ontology Alignment with Microtasks. In: Cudré-Mauroux, P., et al. (eds.) ISWC 2012, Part I. LNCS, vol. 7649, pp. 525–541. Springer, Heidelberg (2012)
Casanovas, P.: The Future of Law: Relational Justice, Web Services and Second-generation Semantic Web. Legal Information and Communication Tech 7, 137–156 (2009)
Quinn, A.J., Bederson, B.B.: Human Computation: A Survey and Taxonomy of a Growing Field. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 1403–1412. ACM, New York (2011)
Obrst, L., Liu, H., Wray, R.: Ontologies for Corporate Web Applications. AI Magazine 24, 49 (2003)
Carneiro, D., Novais, P., Andrade, F., Zeleznikow, J., Neves, J.: Using Case-Based Reasoning and Principled Negotiation to provide decision support for dispute resolution. Knowledge and Information Systems 36, 789–826 (2013)
Novais, P., Carneiro, D., Gomes, M., Neves, J.: The relationship between stress and conflict handling style in an ODR environment. In: Motomura, Y., Butler, A., Bekki, D. (eds.) JSAI-isAI 2012. LNCS, vol. 7856, pp. 125–140. Springer, Heidelberg (2013)
Casanovas, P.: Legal crowdsourcing and relational law: What the semantic web can do for legal education. Journal of the Australasian Law Teachers Association 5, 159–176 (2012)
Poblet, M., Casanovas, P., Cobo, J.M.L., Casellas, N.: ODR, Ontologies, and Web 2.0. 0. Journal of Universal Computer Science 17, 618–634 (2011)
Baader, F., Calvanese, D., McGuinness, D.L., Nardi, D., Patel-Schneider, P.F.: The Description Logic Handbook: Theory, Implementation, and Applications, 2nd edn. Cambridge University Press (2007)
Gangemi, A., Presutti, V., Blomqvist, E.: The Computational Ontology Perspective: Design Patterns for Web Ontologies. In: Approaches to Legal Ontologies, pp. 201–217. Springer (2011)
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Luz, N., Silva, N., Novais, P. (2014). A Method for Defining Human-Machine Micro-task Workflows for Gathering Legal Information. In: Casanovas, P., Pagallo, U., Palmirani, M., Sartor, G. (eds) AI Approaches to the Complexity of Legal Systems. AICOL 2013. Lecture Notes in Computer Science(), vol 8929. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-45960-7_20
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DOI: https://doi.org/10.1007/978-3-662-45960-7_20
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