{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,24]],"date-time":"2026-10-24T17:22:04Z","timestamp":1792862524198,"version":"4.5.0"},"publisher-location":"Cham","reference-count":27,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030006679","type":"print"},{"value":"9783030006686","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-030-00668-6_12","type":"book-chapter","created":{"date-parts":[[2018,9,17]],"date-time":"2018-09-17T12:04:47Z","timestamp":1537185887000},"page":"187-205","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":108,"title":["The Computer Science Ontology: A Large-Scale Taxonomy of Research Areas"],"prefix":"10.1007","author":[{"given":"Angelo A.","family":"Salatino","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Thiviyan","family":"Thanapalasingam","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andrea","family":"Mannocci","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Francesco","family":"Osborne","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Enrico","family":"Motta","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2018,9,18]]},"reference":[{"key":"12_CR1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"508","DOI":"10.1007\/978-3-642-35176-1_32","volume-title":"The Semantic Web \u2013 ISWC 2012","author":"H Saif","year":"2012","unstructured":"Saif, H., He, Y., Alani, H.: Semantic sentiment analysis of twitter. In: Cudr\u00e9-Mauroux, P., et al. (eds.) ISWC 2012, Part I. LNCS, vol. 7649, pp. 508\u2013524. Springer, Heidelberg (2012). https:\/\/doi.org\/10.1007\/978-3-642-35176-1_32"},{"key":"12_CR2","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1007\/978-0-387-37022-4_4","volume-title":"Ontologies: A Handbook of Principles, Concepts and Applications in Information Systems","author":"L Ding","year":"2007","unstructured":"Ding, L., Kolari, P., Ding, Z., Avancha, S.: Using ontologies in the semantic web: a survey. In: Sharman, R., Kishore, R., Ramesh, R. (eds.) Ontologies: A Handbook of Principles, Concepts and Applications in Information Systems, pp. 79\u2013113. Springer, Boston (2007). https:\/\/doi.org\/10.1007\/978-0-387-37022-4_4"},{"key":"12_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"383","DOI":"10.1007\/978-3-319-46547-0_33","volume-title":"The Semantic Web \u2013 ISWC 2016","author":"F Osborne","year":"2016","unstructured":"Osborne, F., Salatino, A., Birukou, A., Motta, E.: Automatic classification of Springer nature proceedings with smart topic miner. In: Groth, P., et al. (eds.) ISWC 2016, Part II. LNCS, vol. 9982, pp. 383\u2013399. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-46547-0_33"},{"key":"12_CR4","series-title":"International Handbooks on Information Systems","doi-asserted-by":"publisher","first-page":"779","DOI":"10.1007\/978-3-540-92673-3_35","volume-title":"Handbook on Ontologies","author":"SE Middleton","year":"2009","unstructured":"Middleton, S.E., Roure, D.D., Shadbolt, N.R.: Ontology-based recommender systems. In: Staab, S., Studer, R. (eds.) Handbook on Ontologies. IHIS, pp. 779\u2013796. Springer, Heidelberg (2009). https:\/\/doi.org\/10.1007\/978-3-540-92673-3_35"},{"key":"12_CR5","doi-asserted-by":"crossref","unstructured":"Hotho, A., Staab, S., Stumme, G.: Ontologies improve text document clustering. In: Third IEEE International Conference on Data Mining, pp. 541\u2013544. IEEE Computer Society (2003)","DOI":"10.1109\/ICDM.2003.1250972"},{"key":"12_CR6","doi-asserted-by":"publisher","first-page":"126","DOI":"10.1186\/s12859-015-0559-3","volume":"16","author":"KM Livingston","year":"2015","unstructured":"Livingston, K.M., Bada, M., Baumgartner, W.A., Hunter, L.E.: KaBOB: ontology-based semantic integration of biomedical databases. BMC Bioinform. 16, 126 (2015)","journal-title":"BMC Bioinform."},{"key":"12_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"460","DOI":"10.1007\/978-3-642-41335-3_29","volume-title":"The Semantic Web \u2013 ISWC 2013","author":"F Osborne","year":"2013","unstructured":"Osborne, F., Motta, E., Mulholland, P.: Exploring scholarly data with rexplore. In: Alani, H., et al. (eds.) ISWC 2013, Part I. LNCS, vol. 8218, pp. 460\u2013477. Springer, Heidelberg (2013). https:\/\/doi.org\/10.1007\/978-3-642-41335-3_29"},{"key":"12_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"315","DOI":"10.1007\/978-3-319-67008-9_25","volume-title":"Research and Advanced Technology for Digital Libraries","author":"S Fathalla","year":"2017","unstructured":"Fathalla, S., Vahdati, S., Auer, S., Lange, C.: Towards a knowledge graph representing research findings by semantifying survey articles. In: Kamps, J., Tsakonas, G., Manolopoulos, Y., Iliadis, L., Karydis, I. (eds.) TPDL 2017. LNCS, vol. 10450, pp. 315\u2013327. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-67008-9_25"},{"key":"12_CR9","doi-asserted-by":"publisher","first-page":"210","DOI":"10.1016\/j.joi.2009.03.001","volume":"3","author":"LMA Bettencourt","year":"2009","unstructured":"Bettencourt, L.M.A., Kaiser, D.I., Kaur, J.: Scientific discovery and topological transitions in collaboration networks. J. Informetr. 3, 210\u2013221 (2009)","journal-title":"J. Informetr."},{"key":"12_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1007\/978-3-319-07443-6_9","volume-title":"The Semantic Web: Trends and Challenges","author":"F Osborne","year":"2014","unstructured":"Osborne, F., Scavo, G., Motta, E.: Identifying diachronic topic-based research communities by clustering shared research trajectories. In: Presutti, V., d\u2019Amato, C., Gandon, F., d\u2019Aquin, M., Staab, S., Tordai, A. (eds.) ESWC 2014. LNCS, vol. 8465, pp. 114\u2013129. Springer, Cham (2014). https:\/\/doi.org\/10.1007\/978-3-319-07443-6_9"},{"key":"12_CR11","doi-asserted-by":"crossref","unstructured":"Salatino, A.A., Osborne, F., Motta, E.: AUGUR: forecasting the emergence of new research topics. In: Joint Conference on Digital Libraries 2018, Fort Worth, Texas, pp. 1\u201310 (2018)","DOI":"10.1145\/3197026.3197052"},{"key":"12_CR12","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"408","DOI":"10.1007\/978-3-319-25007-6_24","volume-title":"The Semantic Web - ISWC 2015","author":"F Osborne","year":"2015","unstructured":"Osborne, F., Motta, E.: Klink-2: integrating multiple web sources to generate semantic topic networks. In: Arenas, M., et al. (eds.) ISWC 2015. LNCS, vol. 9366, pp. 408\u2013424. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-25007-6_24"},{"key":"12_CR13","doi-asserted-by":"crossref","unstructured":"Osborne, F., Muccini, H., Lago, P., Motta, E.: Reducing the Effort for Systematic Reviews in Software Engineering Pre-Print: https:\/\/bit.ly\/2sobCkI","DOI":"10.3233\/DS-190019"},{"key":"12_CR14","doi-asserted-by":"crossref","unstructured":"Thanapalasingam, T., Osborne, F., Birukou, A., Motta, E.: Ontology-based recommendation of editorial products. In: International Semantic Web Conference 2018, Monterey, CA, USA (2018)","DOI":"10.1007\/978-3-030-00668-6_21"},{"key":"12_CR15","first-page":"265","volume":"88","author":"CE Lipscomb","year":"2000","unstructured":"Lipscomb, C.E.: Medical subject headings (MeSH). Bull. Med. Libr. Assoc. 88, 265\u2013266 (2000)","journal-title":"Bull. Med. Libr. Assoc."},{"key":"12_CR16","doi-asserted-by":"publisher","first-page":"545","DOI":"10.1257\/jel.20151296","volume":"55","author":"B Cherrier","year":"2017","unstructured":"Cherrier, B.: Classifying economics: a history of the JEL codes. J. Econ. Lit. 55, 545\u2013579 (2017)","journal-title":"J. Econ. Lit."},{"key":"12_CR17","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1109\/MIC.2012.95","volume":"17","author":"P Clough","year":"2013","unstructured":"Clough, P., Sanderson, M., Gollins, T.: Examining the limits of crowdsourcing for relevance assessment. IEEE Internet Comput. 17, 32\u201338 (2013)","journal-title":"IEEE Internet Comput."},{"key":"12_CR18","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1007\/11428817_21","volume-title":"Natural Language Processing and Information Systems","author":"P Cimiano","year":"2005","unstructured":"Cimiano, P., V\u00f6lker, J.: Text2Onto. In: Montoyo, A., Mu\u0144oz, R., M\u00e9tais, E. (eds.) NLDB 2005. LNCS, vol. 3513, pp. 227\u2013238. Springer, Heidelberg (2005). https:\/\/doi.org\/10.1007\/11428817_21"},{"key":"12_CR19","doi-asserted-by":"crossref","unstructured":"Muller, A., Dorre, J., Gerstl, P., Seiffert, R.: The TaxGen framework: automating the generation of a taxonomy for a large document collection. In: Proceedings of the 32nd Annual Hawaii International Conference on Systems Sciences, HICSS-32. Abstracts and CD-ROM of Full Papers, p. 9. IEEE Computer Society (1999)","DOI":"10.1109\/HICSS.1999.772687"},{"key":"12_CR20","doi-asserted-by":"crossref","unstructured":"Sanderson, M., Croft, B.: Deriving concept hierarchies from text. In: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval - SIGIR 1999, pp. 206\u2013213. ACM Press, New York (1999)","DOI":"10.1145\/312624.312679"},{"key":"12_CR21","first-page":"243","volume":"3","author":"G Wohlgenannt","year":"2012","unstructured":"Wohlgenannt, G., Weichselbraun, A., Scharl, A., Sabou, M.: Dynamic integration of multiple evidence sources for ontology learning. J. Inf. Data Manag. 3, 243\u2013254 (2012)","journal-title":"J. Inf. Data Manag."},{"key":"12_CR22","unstructured":"Mortensen, J.M., Musen, M.A., Noy, N.F.: Crowdsourcing the verification of relationships in biomedical ontologies. In: AMIA Annual Symposium Proceedings 2013, pp. 1020\u20131029 (2013)"},{"key":"12_CR23","unstructured":"Kirrane, S., et al.: A decade of semantic web research through the lenses of a mixed methods approach. Semant. Web J. - Prepr. (2018)"},{"key":"12_CR24","doi-asserted-by":"crossref","unstructured":"Osborne, F., Mannocci, A., Motta, E.: Forecasting the spreading of technologies in research communities. In: Proceedings of the Knowledge Capture Conference (2017)","DOI":"10.1145\/3148011.3148030"},{"key":"12_CR25","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1007\/978-3-319-49004-5_4","volume-title":"Knowledge Engineering and Knowledge Management","author":"AE Cano-Basave","year":"2016","unstructured":"Cano-Basave, A.E., Osborne, F., Salatino, A.A.: Ontology forecasting in scientific literature: semantic concepts prediction based on innovation-adoption priors. In: Blomqvist, E., Ciancarini, P., Poggi, F., Vitali, F. (eds.) EKAW 2016. LNCS (LNAI), vol. 10024, pp. 51\u201367. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-49004-5_4"},{"key":"12_CR26","first-page":"993","volume":"3","author":"DM Blei","year":"2003","unstructured":"Blei, D.M., Edu, B.B., Ng, A.Y., Edu, A.S., Jordan, M.I., Edu, J.B.: Latent Dirichlet allocation. J. Mach. Learn. Res. 3, 993\u20131022 (2003)","journal-title":"J. Mach. Learn. Res."},{"key":"12_CR27","doi-asserted-by":"crossref","unstructured":"Daiber, J., Jakob, M., Hokamp, C., Mendes, P.N.: Improving efficiency and accuracy in multilingual entity extraction. In: Proceedings of the 9th International Conference on Semantic Systems - I-SEMANTICS 2013, p. 121. ACM Press, New York (2013)","DOI":"10.1145\/2506182.2506198"}],"container-title":["Lecture Notes in Computer Science","The Semantic Web \u2013 ISWC 2018"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-00668-6_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,7]],"date-time":"2025-07-07T15:16:41Z","timestamp":1751901401000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-00668-6_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030006679","9783030006686"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-00668-6_12","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"18 September 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ISWC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Semantic Web Conference","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Monterey, CA","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"USA","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 October 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 October 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"semweb2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/iswc2018.semanticweb.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}