{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/teknowbase-towards-construction-of-a","title":"TeKnowbase: Towards Construction of a Knowledge-base of Technical Concepts","arxiv_id":"1612.04988","date":"2016-12-15","proceeding":null,"authors":["Prajna Upadhyay","Tanuma Patra","Ashwini Purkar","Maya Ramanath"],"abstract":"In this paper, we describe the construction of TeKnowbase, a knowledge-base\nof technical concepts in computer science. Our main information sources are\ntechnical websites such as Webopedia and Techtarget as well as Wikipedia and\nonline textbooks. We divide the knowledge-base construction problem into two\nparts -- the acquisition of entities and the extraction of relationships among\nthese entities. Our knowledge-base consists of approximately 100,000 triples.\nWe conducted an evaluation on a sample of triples and report an accuracy of a\nlittle over 90\\%. We additionally conducted classification experiments on\nStackOverflow data with features from TeKnowbase and achieved improved\nclassification accuracy.","url_abs":"http://arxiv.org/abs/1612.04988v1","url_pdf":"http://arxiv.org/pdf/1612.04988v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"teknowbase-towards-construction-of-a","repo_url":"https://github.com/prajnaupadhyay/TeKnowbase","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[{"task_slug":"classification-1","task_name":"Classification"},{"task_slug":"classification","task_name":"General Classification"},{"task_slug":"knowledge-base-construction","task_name":"Knowledge Base Construction"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}