{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T22:19:20Z","timestamp":1771539560914,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":20,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642289965","type":"print"},{"value":"9783642289972","type":"electronic"}],"license":[{"start":{"date-parts":[[2012,1,1]],"date-time":"2012-01-01T00:00:00Z","timestamp":1325376000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-28997-2_32","type":"book-chapter","created":{"date-parts":[[2012,4,5]],"date-time":"2012-04-05T08:36:53Z","timestamp":1333615013000},"page":"376-387","source":"Crossref","is-referenced-by-count":44,"title":["Classification of Short Texts by Deploying Topical Annotations"],"prefix":"10.1007","author":[{"given":"Daniele","family":"Vitale","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Paolo","family":"Ferragina","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ugo","family":"Scaiella","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"32_CR1","doi-asserted-by":"crossref","unstructured":"Banerjee, S., Ramanathan, K., Gupta, A.: Clustering Short Texts using Wikipedia. In: ACM SIGIR, pp. 787\u2013788 (2007)","DOI":"10.1145\/1277741.1277909"},{"key":"32_CR2","doi-asserted-by":"crossref","unstructured":"Bollegala, D., Matsuo, Y., Ishizuka, M.: Measuring semantic similarity between words using Web Search engines. In: WWW, pp. 757\u2013766 (2007)","DOI":"10.1145\/1242572.1242675"},{"issue":"3","key":"32_CR3","doi-asserted-by":"publisher","first-page":"370","DOI":"10.1109\/TKDE.2007.48","volume":"19","author":"R. Cilibrasi","year":"2007","unstructured":"Cilibrasi, R., Vitanyi, P.: The Google similarity distances. IEEE Trans. on Knowl. and Data Eng.\u00a019(3), 370\u2013383 (2007)","journal-title":"IEEE Trans. on Knowl. and Data Eng."},{"key":"32_CR4","doi-asserted-by":"crossref","unstructured":"Ferragina, P., Scaiella, U.: TAGME: On-the-fly annotation of short text fragments (by Wikipedia entities). In: ACM CIKM, pp. 1625\u20131628 (2010)","DOI":"10.1145\/1871437.1871689"},{"key":"32_CR5","unstructured":"Gabrilovich, E., Markovitch, S.: Feature generation for text categorization using world knowledge. In: Int. Joint Conference on A.I, pp. 1048\u20131053 (2005)"},{"key":"32_CR6","doi-asserted-by":"crossref","first-page":"443","DOI":"10.1613\/jair.2669","volume":"34","author":"E. Gabrilovich","year":"2009","unstructured":"Gabrilovich, E., Markovitch, S.: Wikipedia-based Semantic Interpretation for Natural Language Processing. J. Artif. Intell. Res.\u00a034, 443\u2013498 (2009)","journal-title":"J. Artif. Intell. Res."},{"key":"32_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"484","DOI":"10.1007\/978-3-642-21852-1_55","volume-title":"Foundations of Augmented Cognition. Directing the Future of Adaptive Systems","author":"Y. Genc","year":"2011","unstructured":"Genc, Y., Sakamoto, Y., Nickerson, J.V.: Discovering Context: Classifying Tweets through a Semantic Transform Based on Wikipedia. In: Schmorrow, D.D., Fidopiastis, C.M. (eds.) FAC 2011. LNCS, vol.\u00a06780, pp. 484\u2013492. Springer, Heidelberg (2011)"},{"key":"32_CR8","unstructured":"Hoffart, J., Yosef, M.A., Bordino, I., F\u00fcrstenau, H., Pinkal, M., Spaniol, M., Taneva, B., Thater, S., Weikum, G.: Robust Disambiguation of Named Entities in Text. In: EMNLP, pp. 782\u2013792 (2011)"},{"key":"32_CR9","doi-asserted-by":"crossref","unstructured":"Kulkarni, S., Singh, A., Ramakrishnan, G., Chakrabarti, S.: Collective annotation of Wikipedia entities in web text. In: ACM KDD, pp. 457\u2013466 (2009)","DOI":"10.1145\/1557019.1557073"},{"issue":"9","key":"32_CR10","doi-asserted-by":"publisher","first-page":"716","DOI":"10.1016\/j.ijhcs.2009.05.004","volume":"67","author":"O. Medelyan","year":"2009","unstructured":"Medelyan, O., Milne, D., Legg, C., Witten, I.H.: Mining meaning from Wikipedia. Int. J. Hum.-Comput. Stud.\u00a067(9), 716\u2013754 (2009)","journal-title":"Int. J. Hum.-Comput. Stud."},{"key":"32_CR11","unstructured":"Milne, D., Witten, I.H.: An effective, low-cost measure of semantic relatedness obtained from Wikipedia links. In: AAAI Workshop on Wikipedia and Artificial Intelligence (2008)"},{"key":"32_CR12","doi-asserted-by":"crossref","unstructured":"Phan, X.H., Nguyen, L.M., Houriguchi, S.: Learning to Classify Short and Sparse Text & Web with Hiddent Topics from Large-scale Data Collections. In: WWW, pp. 91\u2013100 (2008)","DOI":"10.1145\/1367497.1367510"},{"key":"32_CR13","doi-asserted-by":"crossref","unstructured":"Sahami, M., Heilman, T.D.: A web-based kernel function for measuring the similarity of short text snippets. In: WWW, pp. 377\u2013386 (2006)","DOI":"10.1145\/1135777.1135834"},{"key":"32_CR14","unstructured":"Schlimmer, J.C., Graner, R.H.: Beyond Incremental Processing: Tracking Concept Drift. In: AAAI, pp. 502\u2013507 (1986)"},{"key":"32_CR15","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/505282.505283","volume":"34","author":"F. Sebastiani","year":"2002","unstructured":"Sebastiani, F.: Machine learning in automated text categorization. ACM Comput. Surv.\u00a034, 1\u201347 (2002)","journal-title":"ACM Comput. Surv."},{"key":"32_CR16","doi-asserted-by":"crossref","unstructured":"Sriram, B., Fuhry, D., Demir, E., Ferhatosmanoglu, H., Demirbas, M.: Short text classification in twitter to improve information filtering. In: ACM SIGIR, pp. 841\u2013842 (2010)","DOI":"10.1145\/1835449.1835643"},{"key":"32_CR17","unstructured":"Strube, M., Ponzetto, S.P.: WikiRelate! Computing Semantic Relatedness Using Wikipedia. In: AAAI, pp. 1419\u20131424 (2006)"},{"key":"32_CR18","doi-asserted-by":"crossref","unstructured":"Sun, X., Haofen, W., Yong, Y.: Towards effective short text deep classification. In: ACM SIGIR, pp. 1143\u20131144 (2011)","DOI":"10.1145\/2009916.2010090"},{"key":"32_CR19","unstructured":"Zelikovitz, S., Hirsh, H.: Improving short-text classification using unlabeled data for classification problems. In: ICML, pp. 1191\u20131198 (2000)"},{"issue":"2","key":"32_CR20","first-page":"146","volume":"19","author":"S. Zelikovitz","year":"2005","unstructured":"Zelikovitz, S., Marquez, F.: Transductive Learning for Short-Text Classification problems using Latent Semantic Indexing. IJPRAI\u00a019(2), 146\u2013163 (2005)","journal-title":"IJPRAI"}],"container-title":["Lecture Notes in Computer Science","Advances in Information Retrieval"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-28997-2_32","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T14:15:25Z","timestamp":1742912125000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-28997-2_32"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642289965","9783642289972"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-28997-2_32","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012]]}}}