{"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/data-driven-approach-for-quality-evaluation","title":"Data-driven Approach for Quality Evaluation on Knowledge Sharing Platform","arxiv_id":"1903.00384","date":"2019-03-01","proceeding":null,"authors":["Lu Xu","Jinhai Xiang","Yating Wang","Fuchuan Ni"],"abstract":"In recent years, voice knowledge sharing and question answering (Q&A)\nplatforms have attracted much attention, which greatly facilitate the knowledge\nacquisition for people. However, little research has evaluated on the quality\nevaluation on voice knowledge sharing. This paper presents a data-driven\napproach to automatically evaluate the quality of a specific Q&A platform\n(Zhihu Live). Extensive experiments demonstrate the effectiveness of the\nproposed method. Furthermore, we introduce a dataset of Zhihu Live as an open\nresource for researchers in related areas. This dataset will facilitate the\ndevelopment of new methods on knowledge sharing services quality evaluation.","url_abs":"http://arxiv.org/abs/1903.00384v1","url_pdf":"http://arxiv.org/pdf/1903.00384v1.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":"data-driven-approach-for-quality-evaluation","repo_url":"https://github.com/lucasxlu/ZhihuDataDriven","is_official":1,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":null}],"tasks":[{"task_slug":"question-answering","task_name":"Question Answering"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}