{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,19]],"date-time":"2025-09-19T07:44:13Z","timestamp":1758267853126},"publisher-location":"California","reference-count":0,"publisher":"International Joint Conferences on Artificial Intelligence Organization","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,8]]},"abstract":"<jats:p>Entity Suggestion with Conceptual Explanation (ESC) refers to a type of entity acquisition query in which a user provides a set of example entities as the query and obtains in return not only some related entities but also concepts which can best explain the query and the result. ESC is useful in many applications such as related-entity recommendation and query expansion. Many example based entity suggestion solutions are available in existing literatures. However, they are generally not aware of the concepts of query entities thus cannot be used for conceptual explanation. In this paper, we propose two probabilistic entity suggestion models and their computation solutions. Our models and solutions fully take advantage of the large scale taxonomies which consist of isA relations between entities and concepts. With our models and solutions, we can not only find the best entities to suggest but also derive the best concepts to explain the suggestion. Extensive evaluations on real data sets justify the accuracy of our models and the efficiency of our solutions.<\/jats:p>","DOI":"10.24963\/ijcai.2017\/593","type":"proceedings-article","created":{"date-parts":[[2017,7,28]],"date-time":"2017-07-28T05:14:07Z","timestamp":1501218847000},"page":"4244-4250","source":"Crossref","is-referenced-by-count":6,"title":["Entity Suggestion with Conceptual Expanation"],"prefix":"10.24963","author":[{"given":"Yi","family":"Zhang","sequence":"first","affiliation":[{"name":"School of Computer Science, Shanghai Key Laboratory of Data Science, Fudan university"},{"name":"Department of Computer and Information Science, University of Pennsylvania"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanghua","family":"Xiao","sequence":"additional","affiliation":[{"name":"School of Computer Science, Shanghai Key Laboratory of Data Science, Fudan university"},{"name":"Shanghai Internet Big Data Engineering Technology Research Center"},{"name":"Shuyan Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Seung-won","family":"Hwang","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Yonsei University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Haixun","family":"Wang","sequence":"additional","affiliation":[{"name":"Facebook Inc."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"X. Sean","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer Science, Shanghai Key Laboratory of Data Science, Fudan university"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer Science, Shanghai Key Laboratory of Data Science, Fudan university"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"10584","event":{"number":"26","sponsor":["International Joint Conferences on Artificial Intelligence Organization (IJCAI)","University of Technology Sydney (UTS)","Australian Computer Society (ACS)"],"acronym":"IJCAI-2017","name":"Twenty-Sixth International Joint Conference on Artificial Intelligence","start":{"date-parts":[[2017,8,19]]},"theme":"Artificial Intelligence","location":"Melbourne, Australia","end":{"date-parts":[[2017,8,26]]}},"container-title":["Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence"],"original-title":[],"deposited":{"date-parts":[[2017,7,28]],"date-time":"2017-07-28T07:54:41Z","timestamp":1501228481000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.ijcai.org\/proceedings\/2017\/593"}},"subtitle":[],"proceedings-subject":"Artificial Intelligence Research Articles","short-title":[],"issued":{"date-parts":[[2017,8]]},"references-count":0,"URL":"https:\/\/doi.org\/10.24963\/ijcai.2017\/593","relation":{},"subject":[],"published":{"date-parts":[[2017,8]]}}}