Identification and Analysis of Multi-tasking Product Information Search Sessions with Query Logs

Bhatnagar, A., & Ghose, S. (2004). Online information search termination patterns across product categories and consumer demographics. Journal of Retailing, 80(3), 221–228.BhatnagarA.GhoseS.2004Online information search termination patterns across product categories and consumer demographicsJournal of Retailing80322122810.1016/j.jretai.2003.10.001Search in Google Scholar

China Internet Network Information Center. (2015). 2014 China Online Shopping Market Research Report (in Chinese). Retrieved from https://www.cnnic.net.cn/hlwfzyj/hlwxzbg/dzswbg/201509/P020150909354828731159.pdfChina Internet Network Information Center20152014 China Online Shopping Market Research Report (in Chinese). Retrieved fromhttps://www.cnnic.net.cn/hlwfzyj/hlwxzbg/dzswbg/201509/P020150909354828731159.pdfSearch in Google Scholar

Feild, H., & Allan, J. (2013). Task-aware query recommendation. In Proceedings of the 36^th international ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 83–92). Dublin, Ireland.FeildH.AllanJ.2013Task-aware query recommendationIn Proceedings of the 36^th international ACM SIGIR Conference on Research and Development in Information Retrieval8392Dublin, Ireland10.1145/2484028.2484069Search in Google Scholar

Fortune. (1998). Net profits: Making the Internet work for you and your business. Technology Buyer’s Guide Supplement, Summer, 240–243.Fortune1998Net profits: Making the Internet work for you and your businessTechnology Buyer’s Guide Supplement, Summer240243Search in Google Scholar

Glance, N.S. (2000). Community search sssistant. Artificial intelligence for web search. Menlo Park, CA: Association for the Advancement of Artificial Intelligence Press, 91–96.GlanceN.S.2000Community search sssistantArtificial intelligence for web searchMenlo Park, CAAssociation for the Advancement of Artificial Intelligence Press9196Search in Google Scholar

Järvelin, A., Järvelin, A., & Järvelin, K. (2007). S-grams: Defining generalized n-grams for information retrieval. Information Processing & Management, 43(4), 1005–1019.JärvelinA.JärvelinA.JärvelinK.2007S-grams: Defining generalized n-grams for information retrievalInformation Processing & Management4341005101910.1016/j.ipm.2006.09.016Search in Google Scholar

Jiang, J., He, D., & Allan, J. (2014). Searching, browsing, and clicking in a search session: Changes in user behavior by task and over time. In Proceedings of the 37^th international ACM SIGIR conference on Research & Development in Information Retrieval (pp. 607–616). Queensland, Australia.JiangJ.HeD.AllanJ.2014Searching, browsing, and clicking in a search session: Changes in user behavior by task and over timeIn Proceedings of the 37^th international ACM SIGIR conference on Research & Development in Information Retrieval607616Queensland, Australia10.1145/2600428.2609633Search in Google Scholar

Jones, R., & Klinkner, K.L. (2008). Beyond the session timeout: Automatic hierarchical segmentation of search topics in query logs. In Proceedings of the 17^th ACM Conference on Information and Knowledge Management (pp. 699–708). Napa Valley, California, USA.JonesR.KlinknerK.L.2008Beyond the session timeout: Automatic hierarchical segmentation of search topics in query logsIn Proceedings of the 17^th ACM Conference on Information and Knowledge Management699708Napa ValleyCalifornia, USA10.1145/1458082.1458176Search in Google Scholar

Li, J. (2013). Rwordseg: Chinese word segmentation. Retrieved from http://R-Forge.R-project.org/projects/rweibo/.LiJ.2013Rwordseg: Chinese word segmentationRetrieved fromhttp://R-Forge.R-project.org/projects/rweibo/Search in Google Scholar

Lin, S.J., & Belkin, N. (2005). Validation of a model of information seeking over multiple search sessions. Journal of the American Society for Information Science and Technology 56(4), 393–415.LinS.J.BelkinN.2005Validation of a model of information seeking over multiple search sessionsJournal of the American Society for Information Science and Technology56439341510.1002/asi.20127Search in Google Scholar

Lucchese, C., Orlando, S., Perego, R., Silvestri, F., & Tolomei, G. (2011). Identifying task-based sessions in search engine query logs. In Proceedings of the 4^th ACM International Conference on Web Search and Data Mining (pp. 277–286). Hongkong, China.LuccheseC.OrlandoS.PeregoR.SilvestriF.TolomeiG.2011Identifying task-based sessions in search engine query logsIn Proceedings of the 4^th ACM International Conference on Web Search and Data Mining277286Hongkong, China10.1145/1935826.1935875Search in Google Scholar

Lucchese, C., Orlando, S., Perego, R., Silvestri, F., & Tolomei, G. (2013). Discovering tasks from search engine query logs. ACM Transactions on Information Systems, 31(3), 1–43.LuccheseC.OrlandoS.PeregoR.SilvestriF.TolomeiG.2013Discovering tasks from search engine query logsACM Transactions on Information Systems31314310.1145/2493175.2493179Search in Google Scholar

Moorthy, S., & Talukdar, D. (1995). Consumer information search revisited: Theory and empirical analysis. Journal of Consumer Research, 23(4), 263–277.MoorthyS.TalukdarD.1995Consumer information search revisited: Theory and empirical analysisJournal of Consumer Research23426327710.1086/209482Search in Google Scholar

Raghavan, V.V., & Sever, H. (1995). On the reuse of past optimal queries. In Proceedings of the 18^th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 344–350). Seattle, Washington, USA.RaghavanV.V.SeverH.1995On the reuse of past optimal queriesIn Proceedings of the 18^th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval344350SeattleWashington, USA10.1145/215206.215381Search in Google Scholar

Rowley, J. (2000). Product search in e-shopping: A review and research propositions. Journal of Consumer Marketing, 17(1), 20–35.RowleyJ.2000Product search in e-shopping: A review and research propositionsJournal of Consumer Marketing171203510.1108/07363760010309528Search in Google Scholar

Salton, G., & Mcgill, M.J. (1986). Introduction to modern information retrieval. New York, NY: McGraw-Hill.SaltonG.McgillM.J.1986Introduction to modern information retrievalNew York, NYMcGraw-HillSearch in Google Scholar

Spink, A., Ozmutlu, H.C., & Ozmutlu, S. (2002). Multitasking information seeking and searching processes. Journal of the American Society for Information Science and Technology, 53(8), 639–652.SpinkA.OzmutluH.C.OzmutluS.2002Multitasking information seeking and searching processesJournal of the American Society for Information Science and Technology53863965210.1002/asi.10124Search in Google Scholar

Spink, A., Park, M., Jansen, B.J., & Pedersen, J. (2006). Multitasking during web search sessions. Information Processing & Management, 42(1), 264–275.SpinkA.ParkM.JansenB.J.PedersenJ.2006Multitasking during web search sessionsInformation Processing & Management42126427510.1016/j.ipm.2004.10.004Search in Google Scholar

Wang, H., Song, Y., Chang, M.W., He, X., White, R.W., & Chu, W. (2013). Learning to extract cross-session search tasks. In Proceedings of the 22^nd International Conference on World Wide Web (pp. 1353–1364). Rio de Janeiro, Brazil.WangH.SongY.ChangM.W.HeX.WhiteR.W.ChuW.2013Learning to extract cross-session search tasksIn Proceedings of the 22^nd International Conference on World Wide Web13531364Rio de Janeiro, Brazil10.1145/2488388.2488507Search in Google Scholar

Ye, C., & Wilson, M.L. (2014). A user defined taxonomy of factors that divide online information retrieval sessions. In Proceedings of the 5^th Information Interaction in Context Symposium (pp. 48–54). Regensburg, Germany.YeC.WilsonM.L.2014A user defined taxonomy of factors that divide online information retrieval sessionsIn Proceedings of the 5^th Information Interaction in Context Symposium4854Regensburg, Germany10.1145/2637002.2637010Search in Google Scholar

Yuan, X. (2014). Modeling user behavior on e-commerce websites. Unpublished Master Thesis, Peking University.YuanX.2014Modeling user behavior on e-commerce websitesUnpublished Master Thesis, Peking UniversitySearch in Google Scholar