{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T18:19:59Z","timestamp":1776104399278,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":39,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,9,26]],"date-time":"2019-09-26T00:00:00Z","timestamp":1569456000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,9,26]]},"DOI":"10.1145\/3341981.3344231","type":"proceedings-article","created":{"date-parts":[[2019,9,27]],"date-time":"2019-09-27T12:34:07Z","timestamp":1569587647000},"page":"185-192","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":5,"title":["Deep Learning of Human Information Foraging Behavior with a Search Engine"],"prefix":"10.1145","author":[{"given":"Xi","family":"Niu","sequence":"first","affiliation":[{"name":"University of North Carolina at Charlotte, Charlotte, NC, USA"}]},{"given":"Xiangyu","family":"Fan","sequence":"additional","affiliation":[{"name":"Endgame360 Inc., Asheville, NC, USA"}]}],"member":"320","published-online":{"date-parts":[[2019,9,26]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1007\/11555261_104"},{"key":"e_1_3_2_1_2_1","volume-title":"The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval. ACM, 605--614.","author":"Azzopardi Leif","unstructured":"Leif Azzopardi , Paul Thomas , and Nick Craswell . 2018. Measuring the Utility of Search Engine Result Pages: An Information Foraging Based Measure . In The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval. ACM, 605--614. Leif Azzopardi, Paul Thomas, and Nick Craswell. 2018. Measuring the Utility of Search Engine Result Pages: An Information Foraging Based Measure. In The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval. ACM, 605--614."},{"key":"e_1_3_2_1_3_1","volume-title":"Alexandre Evsukoff, and Ronaldo Menezes.","author":"Barbosa Hugo S","year":"2016","unstructured":"Hugo S Barbosa , Fernando B de Lima Neto , Alexandre Evsukoff, and Ronaldo Menezes. 2016 . Returners and Explorers Dichotomy in Web Browsing Behavior-A Human Mobility Approach. Complex Networks VII . Springer , 173--184. Hugo S Barbosa, Fernando B de Lima Neto, Alexandre Evsukoff, and Ronaldo Menezes. 2016. Returners and Explorers Dichotomy in Web Browsing Behavior-A Human Mobility Approach. Complex Networks VII . Springer, 173--184."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/860435.860474"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/2872427.2883033"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3209978.3210004"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/365024.365331"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/365024.365325"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/1240624.1240690"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/1008992.1009079"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2008.239"},{"key":"e_1_3_2_1_12_1","volume-title":"Long short-term memory. Neural computation","author":"Hochreiter Sepp","year":"1997","unstructured":"Sepp Hochreiter and J\u00fcrgen Schmidhuber . 1997. Long short-term memory. Neural computation , Vol. 9 , 8 ( 1997 ), 1735--1780. Sepp Hochreiter and J\u00fcrgen Schmidhuber. 1997. Long short-term memory. Neural computation , Vol. 9, 8 (1997), 1735--1780."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3052770"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.5555\/1568763.1568772"},{"key":"e_1_3_2_1_15_1","volume-title":"Time Series Analysis of Clickstream Logs from Online Courses. arXiv preprint arXiv:1809.04177","author":"Jo Yohan","year":"2018","unstructured":"Yohan Jo , Keith Maki , and Gaurav Tomar . 2018. Time Series Analysis of Clickstream Logs from Online Courses. arXiv preprint arXiv:1809.04177 ( 2018 ). Yohan Jo, Keith Maki, and Gaurav Tomar. 2018. Time Series Analysis of Clickstream Logs from Online Courses. arXiv preprint arXiv:1809.04177 (2018)."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"crossref","first-page":"154","DOI":"10.1145\/1076034.1076063","article-title":"Accurately interpreting clickthrough data as implicit feedback","volume":"5","author":"Joachims Thorsten","year":"2005","unstructured":"Thorsten Joachims , Laura A Granka , Bing Pan , Helene Hembrooke , and Geri Gay . 2005 . Accurately interpreting clickthrough data as implicit feedback . In Sigir , Vol. 5. 154 -- 161 . Thorsten Joachims, Laura A Granka, Bing Pan, Helene Hembrooke, and Geri Gay. 2005. Accurately interpreting clickthrough data as implicit feedback. In Sigir , Vol. 5. 154--161.","journal-title":"Sigir"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/985921.986115"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173603"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/2988230"},{"key":"e_1_3_2_1_20_1","unstructured":"Cory Lown. 2008. A transaction log analysis of NCSU's faceted navigation OPAC. (2008). Cory Lown. 2008. A transaction log analysis of NCSU's faceted navigation OPAC. (2008)."},{"key":"e_1_3_2_1_21_1","first-page":"1192","article-title":"Co-evolution of user and organizational interfaces: A longitudinal case study of WWW dissemination of national statistics","volume":"53","author":"Marchionini Gary","year":"2002","unstructured":"Gary Marchionini . 2002 . Co-evolution of user and organizational interfaces: A longitudinal case study of WWW dissemination of national statistics . Journal of the Association for Information Science and Technology , Vol. 53 , 14 (2002), 1192 -- 1209 . Gary Marchionini. 2002. Co-evolution of user and organizational interfaces: A longitudinal case study of WWW dissemination of national statistics. Journal of the Association for Information Science and Technology , Vol. 53, 14 (2002), 1192--1209.","journal-title":"Journal of the Association for Information Science and Technology"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.5555\/1067990.1067995"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.5555\/3104322.3104425"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/3284101"},{"key":"e_1_3_2_1_25_1","volume-title":"Proceedings of the 74th ASIS&T Annual Meeting","volume":"48","author":"Niu Xi","year":"2011","unstructured":"Xi Niu and BM Hemminger . 2011 . Beyond text querying and ranked lists: Faceted search in library catalogs . In Proceedings of the 74th ASIS&T Annual Meeting , Vol. 48 . Xi Niu and BM Hemminger. 2011. Beyond text querying and ranked lists: Faceted search in library catalogs. In Proceedings of the 74th ASIS&T Annual Meeting, Vol. 48."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1002\/asi.23227"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2013.09.002"},{"key":"e_1_3_2_1_28_1","volume-title":"Proceedings of Third Workshop on Human-Computer Interaction and Information Retrieval .","author":"Niu Xi","year":"2009","unstructured":"Xi Niu , Cory Lown , and Bradley M Hemminger . 2009 . Log based analysis of how faceted and text based search interact in a library catalog interface . In Proceedings of Third Workshop on Human-Computer Interaction and Information Retrieval . Xi Niu, Cory Lown, and Bradley M Hemminger. 2009. Log based analysis of how faceted and text based search interact in a library catalog interface. In Proceedings of Third Workshop on Human-Computer Interaction and Information Retrieval ."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1080\/10447318.2013.873281"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080817"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/2816815"},{"key":"e_1_3_2_1_32_1","volume-title":"Information foraging. Psychological review","author":"Pirolli Peter","year":"1999","unstructured":"Peter Pirolli and Stuart Card . 1999. Information foraging. Psychological review , Vol. 106 , 4 ( 1999 ), 643. Peter Pirolli and Stuart Card. 1999. Information foraging. Psychological review , Vol. 106, 4 (1999), 643."},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2005.05.005"},{"key":"e_1_3_2_1_34_1","volume-title":"Use of query reformulation and relevance feedback by Excite users. Internet research","author":"Spink Amanda","year":"2000","unstructured":"Amanda Spink , Bernard J Jansen , and H Cenk Ozmultu . 2000. Use of query reformulation and relevance feedback by Excite users. Internet research , Vol. 10 , 4 ( 2000 ), 317--328. Amanda Spink, Bernard J Jansen, and H Cenk Ozmultu. 2000. Use of query reformulation and relevance feedback by Excite users. Internet research , Vol. 10, 4 (2000), 317--328."},{"key":"e_1_3_2_1_35_1","volume-title":"Proceedings of the SIGIR 2017 Workshop on eCommerce (ECOM 17)","author":"Toth Arthur","year":"2017","unstructured":"Arthur Toth , Louis Tan , Giuseppe Di Fabbrizio , and Ankur Datta . 2017 . Predicting Shopping Behavior with Mixture of RNNs . Proceedings of the SIGIR 2017 Workshop on eCommerce (ECOM 17) . Arthur Toth, Louis Tan, Giuseppe Di Fabbrizio, and Ankur Datta. 2017. Predicting Shopping Behavior with Mixture of RNNs. Proceedings of the SIGIR 2017 Workshop on eCommerce (ECOM 17) ."},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3133035"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/2600428.2609626"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/3295750.3298920"},{"key":"e_1_3_2_1_39_1","first-page":"1369","article-title":"Sequential Click Prediction for Sponsored Search with Recurrent Neural Networks","volume":"14","author":"Zhang Yuyu","year":"2014","unstructured":"Yuyu Zhang , Hanjun Dai , Chang Xu , Jun Feng , Taifeng Wang , Jiang Bian , Bin Wang , and Tie-Yan Liu . 2014 . Sequential Click Prediction for Sponsored Search with Recurrent Neural Networks .. In AAAI , Vol. 14. 1369 -- 1375 . Yuyu Zhang, Hanjun Dai, Chang Xu, Jun Feng, Taifeng Wang, Jiang Bian, Bin Wang, and Tie-Yan Liu. 2014. Sequential Click Prediction for Sponsored Search with Recurrent Neural Networks.. In AAAI , Vol. 14. 1369--1375.","journal-title":"AAAI"}],"event":{"name":"ICTIR '19: The 2019 ACM SIGIR International Conference on the Theory of Information Retrieval","location":"Santa Clara CA USA","acronym":"ICTIR '19","sponsor":["SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3341981.3344231","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3341981.3344231","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T00:43:25Z","timestamp":1750207405000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3341981.3344231"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9,26]]},"references-count":39,"alternative-id":["10.1145\/3341981.3344231","10.1145\/3341981"],"URL":"https:\/\/doi.org\/10.1145\/3341981.3344231","relation":{},"subject":[],"published":{"date-parts":[[2019,9,26]]},"assertion":[{"value":"2019-09-26","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}