{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T17:24:59Z","timestamp":1743096299159,"version":"3.40.3"},"publisher-location":"Cham","reference-count":37,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319208947"},{"type":"electronic","value":"9783319208954"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-20895-4_18","type":"book-chapter","created":{"date-parts":[[2015,7,20]],"date-time":"2015-07-20T01:01:12Z","timestamp":1437354072000},"page":"185-196","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Mining Social Media for Enhancing Personalized Document Clustering"],"prefix":"10.1007","author":[{"given":"Chin-Sheng","family":"Yang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pei-Chun","family":"Chang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,7,21]]},"reference":[{"key":"18_CR1","doi-asserted-by":"crossref","unstructured":"Aliakbary, S., Abolhassani, H., Rahmani, H., Nobakht, B.: Web page classification using social tags. In: International Conference on Computational Science and Engineering, pp. 588\u2013593. IEEE Press, New York (2009)","DOI":"10.1109\/CSE.2009.411"},{"key":"18_CR2","doi-asserted-by":"publisher","first-page":"327","DOI":"10.1002\/(SICI)1097-4571(199506)46:5<327::AID-ASI4>3.0.CO;2-C","volume":"46","author":"DK Barreau","year":"1995","unstructured":"Barreau, D.K.: Context as a factor in personal information management systems. J. Am. Soc. Inform. Sci. 46, 327\u2013339 (1995)","journal-title":"J. Am. Soc. Inform. Sci."},{"key":"18_CR3","first-page":"60","volume":"4","author":"C Biancalana","year":"2013","unstructured":"Biancalana, C., Gasparetti, F., Micarelli, A., Sansonetti, G.: Social semantic query expansion. ACM Trans. Intell. Syst. Technol. 4, 60 (2013)","journal-title":"ACM Trans. Intell. Syst. Technol."},{"key":"18_CR4","doi-asserted-by":"publisher","first-page":"329","DOI":"10.1016\/S0167-9236(99)00055-X","volume":"27","author":"D Boley","year":"1999","unstructured":"Boley, D., Gini, M., Gross, R., Han, E., Hastings, K., Karypis, G., Kumar, V., Mobasher, B., Moore, L.: Partitioning-based clustering for web document categorization. Decis. Support Syst. 27, 329\u2013341 (1999)","journal-title":"Decis. Support Syst."},{"key":"18_CR5","doi-asserted-by":"crossref","unstructured":"Brill, E.: A simple rule-based part of speech tagger. In: Third Conference on Applied Natural Language Processing, pp.152\u2013155. Association for Computational Linguistics, Stroudsburg, PA (1992)","DOI":"10.3115\/974499.974526"},{"key":"18_CR6","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1016\/j.neunet.2014.05.017","volume":"58","author":"Y Cai","year":"2014","unstructured":"Cai, Y., Li, Q., Xie, H., Min, H.: Exploring personalized searches using tag-based user profiles and resource profiles in folksonomy. Neural Netw. 58, 98\u2013110 (2014)","journal-title":"Neural Netw."},{"key":"18_CR7","doi-asserted-by":"publisher","first-page":"657","DOI":"10.1002\/(SICI)1097-4571(199110)42:9<657::AID-ASI4>3.0.CO;2-7","volume":"42","author":"DO Case","year":"1991","unstructured":"Case, D.O.: Conceptual organization and retrieval of text by historians: the role of memory and metaphor. J. Am. Soc. Inform. Sci. 42, 657\u2013668 (1991)","journal-title":"J. Am. Soc. Inform. Sci."},{"key":"18_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"615","DOI":"10.1007\/978-3-540-88564-1_39","volume-title":"The Semantic Web - ISWC 2008","author":"C Cattuto","year":"2008","unstructured":"Cattuto, C., Benz, D., Hotho, A., Stumme, G.: Semantic grounding of tag relatedness in social bookmarking systems. In: Sheth, A.P., Staab, S., Dean, M., Paolucci, M., Maynard, D., Finin, T., Thirunarayan, K. (eds.) ISWC 2008. LNCS, vol. 5318, pp. 615\u2013631. Springer, Heidelberg (2008)"},{"key":"18_CR9","doi-asserted-by":"crossref","unstructured":"Cutting, D., Karger, D., Pedersen, J., Tukey, J.: Scatter\/gather: a cluster-based approach to browsing large document collections. In: 15th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 318\u2013329. ACM Press, New York (1992)","DOI":"10.1145\/133160.133214"},{"key":"18_CR10","doi-asserted-by":"crossref","unstructured":"Deogun, J., Raghavan, V.: User-oriented document clustering: a framework for learning in information retrieval. In: 9th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 157\u2013163. ACM Press, New York (1986)","DOI":"10.1145\/253168.253202"},{"key":"18_CR11","doi-asserted-by":"crossref","unstructured":"El-Hamdouchi, A., Willett, P.: Hierarchical document clustering using ward\u2019s method. In: 9th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 149\u2013156. ACM Press, New York (1986)","DOI":"10.1145\/253168.253200"},{"key":"18_CR12","unstructured":"eMarketer.: US social network users 2013: smartphone usage drives mobile-social growth (2007). \n                      https:\/\/www.emarketer.com\/Coverage\/SocialMedia.aspx"},{"key":"18_CR13","unstructured":"Facebook.: Facebook reports third quarter 2014 results (2014). \n                      http:\/\/investor.fb.com\/releasedetail.cfm?ReleaseID=878726"},{"key":"18_CR14","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1145\/331499.331504","volume":"31","author":"AK Jain","year":"1999","unstructured":"Jain, A.K., Murty, M.N., Flynn, P.J.: Data clustering: a review. ACM Comput. Surv. 31, 265\u2013323 (1999)","journal-title":"ACM Comput. Surv."},{"key":"18_CR15","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1016\/j.bushor.2009.09.003","volume":"53","author":"AM Kaplan","year":"2010","unstructured":"Kaplan, A.M., Haenlein, M.: Users of the world, unite! the challenges and opportunities of social media. Bus. Horiz. 53, 59\u201368 (2010)","journal-title":"Bus. Horiz."},{"key":"18_CR16","doi-asserted-by":"crossref","unstructured":"Kim, H., Lee, S.: A semi-supervised document clustering technique for information organization. In: 9th International Conference on Information and Knowledge Management, pp. 30\u201337. ACM Press, New York (2000)","DOI":"10.1145\/354756.354777"},{"key":"18_CR17","doi-asserted-by":"publisher","first-page":"389","DOI":"10.1108\/eb026886","volume":"47","author":"BH Kwasnik","year":"1991","unstructured":"Kwasnik, B.H.: The importance of factors that are not document attributes in the organization of personal documents. J. Doc. 47, 389\u2013398 (1991)","journal-title":"J. Doc."},{"key":"18_CR18","unstructured":"Lagus, K., Honkela, T., Kaski, S., Kohonen, T.: Self-organizing maps of document collections: a new approach to interactive exploration. In: 2nd International Conference on Knowledge Discovery and Data Mining, pp. 238\u2013243. AAAI Press, Menlo Park (1996)"},{"key":"18_CR19","doi-asserted-by":"crossref","unstructured":"Larsen, B., Aone, C.: Fast and effective text mining using linear-time document clustering. In: 5th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 16\u201322. ACM Press, New York (1999)","DOI":"10.1145\/312129.312186"},{"key":"18_CR20","doi-asserted-by":"crossref","unstructured":"Lin, C., Chen, H., Nunamaker, J.F.: Verifying the proximity and size hypothesis for self-organizing maps. J. Manage. Inform. Syst. 16, 57\u201370 (1999\u20132000)","DOI":"10.1080\/07421222.1999.11518256"},{"key":"18_CR21","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1007\/s10462-009-9153-2","volume":"33","author":"AK Milicevic","year":"2010","unstructured":"Milicevic, A.K., Nanopoulos, A., Ivanovic, M.: Social tagging in recommender systems: a survey of the state-of-the-art and possible extensions. Artif. Intell. Rev. 33, 187\u2013209 (2010)","journal-title":"Artif. Intell. Rev."},{"key":"18_CR22","doi-asserted-by":"publisher","first-page":"594","DOI":"10.1177\/0165551514539870","volume":"40","author":"H Movahedian","year":"2014","unstructured":"Movahedian, H., Khayyambashi, M.R.: Folksonomy-based user interest and disinterest profiling for improved recommendations: an ontological approach. J. Inform. Sci. 40, 594\u2013610 (2014)","journal-title":"J. Inform. Sci."},{"key":"18_CR23","doi-asserted-by":"crossref","unstructured":"Pantel, P., Lin, D.: Document clustering with committees. In: 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 199\u2013206. ACM Press, New York (2002)","DOI":"10.1145\/564376.564412"},{"key":"18_CR24","unstructured":"Pew Research Center: Social networking fact sheet (2014). \n                      http:\/\/www.pewinternet.org\/fact-sheets\/"},{"key":"18_CR25","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1016\/S0167-9236(99)00037-8","volume":"27","author":"DG Roussinov","year":"1999","unstructured":"Roussinov, D.G., Chen, H.: Document clustering for electronic meetings: an experimental comparison of two techniques. Decis. Support Syst. 27, 67\u201379 (1999)","journal-title":"Decis. Support Syst."},{"key":"18_CR26","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1145\/245108.245125","volume":"40","author":"J Rucker","year":"1997","unstructured":"Rucker, J., Polanco, M.J.: Siteseer: personalized navigation for the web. Commun. ACM 40, 73\u201375 (1997)","journal-title":"Commun. ACM"},{"key":"18_CR27","doi-asserted-by":"crossref","unstructured":"Suchanek, F.M., Vojnovic, M., Gunawardena, D.: Social tags: meaning and suggestions. In: 17th ACM Conference on Information and Knowledge Management, pp. 223\u2013232. ACM Press, New York (2008)","DOI":"10.1145\/1458082.1458114"},{"key":"18_CR28","doi-asserted-by":"publisher","first-page":"315","DOI":"10.1145\/944012.944013","volume":"21","author":"PD Turney","year":"2013","unstructured":"Turney, P.D., Littman, M.L.: Measuring praise and criticism: inference of semantic orientation from association. ACM Trans. Inform. Syst. 21, 315\u2013346 (2013)","journal-title":"ACM Trans. Inform. Syst."},{"key":"18_CR29","unstructured":"Vander Wal, T.: Folksonomy (2005). \n                      http:\/\/vanderwal.net\/folksonomy.html"},{"key":"18_CR30","doi-asserted-by":"publisher","first-page":"465","DOI":"10.1016\/0306-4573(86)90097-X","volume":"22","author":"EM Voorhees","year":"1986","unstructured":"Voorhees, E.M.: Implementing agglomerative hierarchical clustering algorithms for use in document retrieval. Inform. Process. Manage. 22, 465\u2013476 (1986)","journal-title":"Inform. Process. Manage."},{"key":"18_CR31","unstructured":"Voutilainen, A.: Nptool: A detector of english noun phrases. In: Workshop on Very Large Corpora, pp. 48\u201357 (1993)"},{"key":"18_CR32","doi-asserted-by":"publisher","first-page":"173","DOI":"10.2753\/MIS0742-1222230208","volume":"23","author":"C Wei","year":"2006","unstructured":"Wei, C., Chiang, R., Wu, C.: Accommodating individual categorization preferences: a personalized document clustering approach. J. Manage. Inform. Syst. 23, 173\u2013201 (2006)","journal-title":"J. Manage. Inform. Syst."},{"key":"18_CR33","doi-asserted-by":"publisher","first-page":"208","DOI":"10.1057\/palgrave.ejis.3000429","volume":"11","author":"C Wei","year":"2002","unstructured":"Wei, C., Hu, P., Dong, Y.X.: Managing document categories in e-commerce environments: an evolution-based approach. Eur. J. Inform. Syst. 11, 208\u2013222 (2002)","journal-title":"Eur. J. Inform. Syst."},{"key":"18_CR34","doi-asserted-by":"crossref","unstructured":"Wu, C., Zhan, B.: Semantic relatedness in folksonomy. In: International Conference on New Trends in Information and Service Science, pp. 760\u2013765. IEEE Press, New York (2009)","DOI":"10.1109\/NISS.2009.150"},{"key":"18_CR35","doi-asserted-by":"publisher","first-page":"252","DOI":"10.1145\/183422.183424","volume":"12","author":"Y Yang","year":"1994","unstructured":"Yang, Y., Chute, C.G.: An example-based mapping method for text categorization and retrieval. ACM Trans. Inform. Syst. 12, 252\u2013277 (1994)","journal-title":"ACM Trans. Inform. Syst."},{"key":"18_CR36","unstructured":"Yang, C.S., Wei, C.: Context-aware document-clustering technique. In: 11th Pacific Asia Conference on Information Systems (2007)"},{"key":"18_CR37","unstructured":"Yang, C.S., Chen, L.C.: Personalized recommendation in social media: a profile expansion approach. In: 18th Pacific Asia Conference on Information Systems (2014)"}],"container-title":["Lecture Notes in Computer Science","HCI in Business"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-20895-4_18","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,3,6]],"date-time":"2020-03-06T15:50:13Z","timestamp":1583509813000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-20895-4_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319208947","9783319208954"],"references-count":37,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-20895-4_18","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"21 July 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}