{"id":{"repo_id":"uiuc","oai_identifier":"oai:www.ideals.illinois.edu:2142/34353"},"canonical_url":"https://search.dev.ndltd.org/etd/uiuc/oai:www.ideals.illinois.edu:2142/34353","repository":{"repo_id":"uiuc","name":"University of Illinois - Urbana-Champaign","base_url":"https://www.ideals.illinois.edu/oai-pmh"},"display":{"title":"CoMoTo: the collaboration modeling toolkit","abstract":"This thesis introduces CoMoTo - the Collaboration Modeling Toolkit - a web-based application that expands and enhances well-known software similarity detection system. CoMoTo is an end-to-end data management, analysis, and visualization system intended to assist instructors of programming courses to monitor student collaboration, both licit and illicit. In this thesis, I will first discuss two use cases that foreshadow CoMoTo's broad utility in student code analysis, not only for plagiarism detection, but also for investigating early student coding styles, and for evaluating software similarity detection systems, themselves. I will then present a case study in which the MOSS similarity detection system was used to examine student source code in an introductory data structures course. Next, CoMoTo's interface will be discussed, which was designed to facilitate scrutiny of collaboration data projected along student, course, assignment, etc. attributes, and touch on the interactive visualization of pairwise similarity measures via a dynamic graph. Lastly, I also elaborate on the details of CoMoTo's implementation and give a developers guide for future maintenance on the project.","abstract_html":"This thesis introduces CoMoTo - the Collaboration Modeling Toolkit - a web-based application that expands and enhances well-known software similarity detection system. CoMoTo is an end-to-end data management, analysis, and visualization system intended to assist instructors of programming courses to monitor student collaboration, both licit and illicit. In this thesis, I will first discuss two use cases that foreshadow CoMoTo's broad utility in student code analysis, not only for plagiarism detection, but also for investigating early student coding styles, and for evaluating software similarity detection systems, themselves. I will then present a case study in which the MOSS similarity detection system was used to examine student source code in an introductory data structures course. Next, CoMoTo's interface will be discussed, which was designed to facilitate scrutiny of collaboration data projected along student, course, assignment, etc. attributes, and touch on the interactive visualization of pairwise similarity measures via a dynamic graph. Lastly, I also elaborate on the details of CoMoTo's implementation and give a developers guide for future maintenance on the project.","abstract_has_math":false,"creators":["Meyer, Charles"],"institution":"University of Illinois at Urbana-Champaign","degree_name":"M.S.","degree_level":"Thesis","degree_discipline":"Computer Science","degree_department":null,"school":null,"contributors":["Kamin, Samuel N."],"advisors":[],"committee_chairs":[],"committee_members":[],"year":2012,"date_issued":"2012-09-18T21:12:50Z","date_published":"2012-09-18T21:12:50Z","updated_at":"2026-07-22T22:25:31Z","subjects":["Collaboration","Similarity Detection","Source Code Analysis","Collaboration Modeling Toolkit (CoMoTo)"],"languages":["en"],"rights":["Copyright 2012 Charles Meyer"],"rights_urls":[],"identifier_entries":[]},"links":{"outbound_url":"http://hdl.handle.net/2142/34353","outbound_label":"Handle","outbound_source":"dc:identifier"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:contributor","label":"Contributor","values":["Kamin, Samuel N."]},{"key":"dc:creator","label":"Author","values":["Meyer, Charles"]}]},{"id":"academic_context","label":"Academic Context","entries":[{"key":"dc:date","label":"Dc Date","values":["2012-09-18T21:12:50Z","2012-08"]},{"key":"thesis:degree_discipline","label":"Discipline","values":["Computer Science"]},{"key":"thesis:degree_level","label":"Degree Level","values":["Thesis"]},{"key":"thesis:degree_name","label":"Degree Name","values":["M.S."]},{"key":"thesis:institution_name","label":"Thesis Institution Name","values":["University of Illinois at Urbana-Champaign"]}]},{"id":"subjects_keywords","label":"Subjects and Keywords","entries":[{"key":"dc:subject","label":"Dc Subject","values":["Collaboration","Similarity Detection","Source Code Analysis","Collaboration Modeling Toolkit (CoMoTo)"]}]},{"id":"language_rights","label":"Language and Rights","entries":[{"key":"dc:language","label":"Dc Language","values":["en"]},{"key":"dc:rights","label":"Dc Rights","values":["Copyright 2012 Charles Meyer"]}]},{"id":"identifiers","label":"Identifiers","entries":[{"key":"dc:identifier","label":"Identifier","values":["http://hdl.handle.net/2142/34353"]}]},{"id":"additional","label":"Additional Metadata","entries":[{"key":"dc:description","label":"Description","values":["This thesis introduces CoMoTo - the Collaboration Modeling Toolkit - a web-based application that expands and enhances well-known software similarity detection system. 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