{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,15]],"date-time":"2025-03-15T04:12:53Z","timestamp":1742011973637,"version":"3.38.0"},"reference-count":6,"publisher":"China Science Publishing & Media Ltd.","issue":"2","content-domain":{"domain":["www.mitpressjournals.org"],"crossmark-restriction":true},"short-container-title":["Data Intellegence"],"published-print":{"date-parts":[[2019,5]]},"abstract":"<jats:p> With the popularity of social media, there has been an increasing interest in user profiling and its applications nowadays. This paper presents our system named UIR-SIST for User Profiling Technology Evaluation Campaign in SMP CUP 2017. UIR-SIST aims to complete three tasks, including keywords extraction from blogs, user interests labeling and user growth value prediction. To this end, we first extract keywords from a user's blog, including the blog itself, blogs on the same topic and other blogs published by the same user. Then a unified neural network model is constructed based on a convolutional neural network (CNN) for user interests tagging. Finally, we adopt a stacking model for predicting user growth value. We eventually receive the sixth place with evaluation scores of 0.563, 0.378 and 0.751 on the three tasks, respectively. <\/jats:p>","DOI":"10.1162\/dint_a_00009","type":"journal-article","created":{"date-parts":[[2019,4,29]],"date-time":"2019-04-29T12:49:27Z","timestamp":1556542167000},"page":"160-175","update-policy":"https:\/\/doi.org\/10.1162\/mitpressjournals.corrections.policy","source":"Crossref","is-referenced-by-count":4,"title":["Identifying User Profile by Incorporating Self-Attention Mechanism based on CSDN Data Set"],"prefix":"10.3724","volume":"1","author":[{"given":"Junru","family":"Lu","sequence":"first","affiliation":[{"name":"School of Information Science and Technology, University of International Relations, Beijing 100091, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Le","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Information Science and Technology, University of International Relations, Beijing 100091, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kongming","family":"Meng","sequence":"additional","affiliation":[{"name":"School of Information Science and Technology, University of International Relations, Beijing 100091, China"},{"name":"Deep Brain Co. Ltd., Shanghai 201200, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fengyi","family":"Wang","sequence":"additional","affiliation":[{"name":"University of Chinese Academy of Sciences, Beijing 100049, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jun","family":"Xiang","sequence":"additional","affiliation":[{"name":"School of Information Science and Technology, University of International Relations, Beijing 100091, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nuo","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Information Science and Technology, University of International Relations, Beijing 100091, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xu","family":"Han","sequence":"additional","affiliation":[{"name":"College of Information Engineering, Capital Normal University, Beijing 100048, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9013-1386","authenticated-orcid":true,"given":"Binyang","family":"Li","sequence":"additional","affiliation":[{"name":"School of Information Science and Technology, University of International Relations, Beijing 100091, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"2026","reference":[{"key":"ref10","first-page":"993","volume":"3","author":"Blei D.M.","year":"2003","journal-title":"Journal of Machine Learning Research"},{"doi-asserted-by":"publisher","key":"ref15","DOI":"10.1016\/j.chemolab.2011.03.009"},{"doi-asserted-by":"publisher","key":"ref16","DOI":"10.1016\/S0893-6080(05)80023-1"},{"issue":"3","key":"ref17","first-page":"551","volume":"7","author":"Crammer K.","year":"2006","journal-title":"Journal of Machine Learning Research"},{"doi-asserted-by":"publisher","key":"ref18","DOI":"10.1214\/aos\/1013203451"},{"doi-asserted-by":"publisher","key":"ref19","DOI":"10.1016\/S0167-9473(01)00065-2"}],"container-title":["Data Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mitpressjournals.org\/doi\/pdf\/10.1162\/dint_a_00009","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,14]],"date-time":"2025-03-14T07:42:55Z","timestamp":1741938175000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.sciengine.com\/doi\/10.1162\/dint_a_00009"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,5]]},"references-count":6,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2019,5]]}},"alternative-id":["10.1162\/dint_a_00009"],"URL":"https:\/\/doi.org\/10.1162\/dint_a_00009","relation":{},"ISSN":["2641-435X"],"issn-type":[{"type":"electronic","value":"2641-435X"}],"subject":[],"published":{"date-parts":[[2019,5]]},"assertion":[{"value":"2018-08-27","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2018-12-06","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2019-04-29","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}