{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,3]],"date-time":"2025-06-03T19:40:03Z","timestamp":1748979603709,"version":"3.41.0"},"publisher-location":"Cham","reference-count":32,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319387901"},{"type":"electronic","value":"9783319387918"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-38791-8_12","type":"book-chapter","created":{"date-parts":[[2016,5,24]],"date-time":"2016-05-24T22:07:33Z","timestamp":1464127653000},"page":"207-224","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Correlation of Ontology-Based Semantic Similarity and Human Judgement for a Domain Specific Fashion Ontology"],"prefix":"10.1007","author":[{"given":"Edgar","family":"Kalkowski","sequence":"first","affiliation":[]},{"given":"Bernhard","family":"Sick","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,5,25]]},"reference":[{"issue":"1","key":"12_CR1","doi-asserted-by":"publisher","first-page":"116","DOI":"10.1145\/503104.503110","volume":"20","author":"L Finkelstein","year":"2002","unstructured":"Finkelstein, L., Gabrilovich, E., Matias, Y., Rivlin, E., Solan, Z., Wolfman, G., Ruppin, E.: Placing search in context: the concept revisited. ACM Trans. Inf. Syst. 20(1), 116\u2013131 (2002)","journal-title":"ACM Trans. Inf. Syst."},{"key":"12_CR2","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1613\/jair.4135","volume":"49","author":"E Bruni","year":"2014","unstructured":"Bruni, E., Tran, N.K., Baroni, M.: Multimodal distributional semantics. J. Artif. Intell. Res. 49, 1\u201347 (2014)","journal-title":"J. Artif. Intell. Res."},{"key":"12_CR3","unstructured":"WordNet. http:\/\/wordnet.princeton.edu\/. Accessed 17 Dec 2015"},{"issue":"10","key":"12_CR4","doi-asserted-by":"publisher","first-page":"1605","DOI":"10.1287\/mnsc.1090.1054","volume":"55","author":"A Ghose","year":"2009","unstructured":"Ghose, A., Yang, S.: An empirical analysis of search engine advertising: sponsored search in electronic markets. Manage. Sci. 55(10), 1605\u20131622 (2009)","journal-title":"Manage. Sci."},{"key":"12_CR5","unstructured":"Kelly, B., Burka, K.: Enterprise paid media compaign management platforms 2015: a marketer\u2019s report. http:\/\/downloads.digitalmarketingdepot.com\/MIR_1305_PPCamp2013_buyersguidelandingpage.html. Accessed 16 Dec 2015"},{"key":"12_CR6","unstructured":"Thumasathit, T.: Wag the dog: the tail of bid management. http:\/\/searchenginewatch.com\/sew\/opinion\/2048496\/wag-dog-the-tail-bid-management. Accessed 16 Dec 2015"},{"key":"12_CR7","doi-asserted-by":"publisher","DOI":"10.1201\/9781420036206","volume-title":"Time-Series Forecasting","author":"C Chatfield","year":"2000","unstructured":"Chatfield, C.: Time-Series Forecasting. Chapman and Hall\/CRC, Boca Raton (2000)"},{"key":"12_CR8","doi-asserted-by":"publisher","DOI":"10.1002\/9781118619193","volume-title":"Time Series Analysis: Forecasting and Control","author":"GEP Box","year":"2008","unstructured":"Box, G.E.P., Jenkins, G.M., Reinsel, G.C.: Time Series Analysis: Forecasting and Control, 4th edn. Wiley, Oxford (2008)","edition":"4"},{"key":"12_CR9","doi-asserted-by":"publisher","DOI":"10.1007\/b97391","volume-title":"Introduction to Time Series and Forecasting","author":"PJ Brockwell","year":"2002","unstructured":"Brockwell, P.J., Davis, R.A.: Introduction to Time Series and Forecasting, 2nd edn. Springer, New York (2002)","edition":"2"},{"key":"12_CR10","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1023\/B:STCO.0000035301.49549.88","volume":"14","author":"AJ Smola","year":"2004","unstructured":"Smola, A.J., Sch\u00f6lkopf, B.: A tutorial on support vector regression. Stat. Comput. 14, 199\u2013222 (2004)","journal-title":"Stat. Comput."},{"issue":"3","key":"12_CR11","doi-asserted-by":"publisher","first-page":"417","DOI":"10.1016\/j.epsr.2005.01.006","volume":"74","author":"PF Pai","year":"2005","unstructured":"Pai, P.F., Hong, W.C.: Forecasting regional electricity load based on recurrent support vector machines with genetic algorithms. Electr. Power Syst. Res. 74(3), 417\u2013425 (2005)","journal-title":"Electr. Power Syst. Res."},{"issue":"4","key":"12_CR12","doi-asserted-by":"publisher","first-page":"309","DOI":"10.1016\/S0305-0483(01)00026-3","volume":"29","author":"FEH Tay","year":"2001","unstructured":"Tay, F.E.H., Cao, L.: Application of support vector machines in financial time series forecasting. Omega 29(4), 309\u2013317 (2001)","journal-title":"Omega"},{"key":"12_CR13","unstructured":"Kalkowski, E., Sick, B.: Generative exponential smoothing models to forecast time-variant rates or probabilities. In: Proceedings of the International Work-Conference on Time Series (ITISE 2015), pp. 806\u2013817 (2015)"},{"key":"12_CR14","doi-asserted-by":"crossref","unstructured":"Kalkowski, E., Sick, B.: Probabilistic generative models to; forecast time-variant rates or probabilities. In: Rojas, I., Pomares, H. (eds.) Time Series Analysis and Forecasting. Contributions to Statistics. Springer, New York (2015, to appear)","DOI":"10.1007\/978-3-319-28725-6_6"},{"key":"12_CR15","unstructured":"DBpedia. http:\/\/wiki.dbpedia.org. Accessed 16 Dec 2015"},{"issue":"9","key":"12_CR16","doi-asserted-by":"publisher","first-page":"7718","DOI":"10.1016\/j.eswa.2012.01.082","volume":"39","author":"D S\u00e1nchez","year":"2012","unstructured":"S\u00e1nchez, D., Batet, M., Isern, D., Valls, A.: Ontology-based semantic similarity: a new feature-based approach. Expert Syst. Appl. 39(9), 7718\u20137728 (2012)","journal-title":"Expert Syst. Appl."},{"issue":"1","key":"12_CR17","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1109\/21.24528","volume":"19","author":"R Rada","year":"1989","unstructured":"Rada, R., Mili, H., Bichnell, E., Blettner, M.: Development and application of a metric on semantic nets. IEEE Trans. Syst. Man Cybern. 19(1), 17\u201330 (1989)","journal-title":"IEEE Trans. Syst. Man Cybern."},{"key":"12_CR18","doi-asserted-by":"crossref","first-page":"265","DOI":"10.7551\/mitpress\/7287.003.0018","volume-title":"WordNet: An Electronic Lexical Database","author":"C Leacock","year":"1998","unstructured":"Leacock, C., Chodorow, M.: Combining local context and WordNet similarity for word sense identification. In: Fellbaum, C. (ed.) WordNet: An Electronic Lexical Database, pp. 265\u2013283. MIT Press, Cambridge (1998)"},{"issue":"4","key":"12_CR19","doi-asserted-by":"publisher","first-page":"871","DOI":"10.1109\/TKDE.2003.1209005","volume":"15","author":"Y Li","year":"2003","unstructured":"Li, Y., Bandar, Z.A., McLean, D.: An approach for measuring semantic similarity between words using multiple information sources. IEEE Trans. Knowl. Data Eng. 15(4), 871\u2013882 (2003)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"4","key":"12_CR20","doi-asserted-by":"publisher","first-page":"389","DOI":"10.1109\/TSMCC.2009.2020689","volume":"39","author":"H Al-Mubaid","year":"2009","unstructured":"Al-Mubaid, H., Nguyen, H.A.: Measuring semantic similarity between biomedical concepts within multiple ontologies. IEEE Trans. Syst. Man Cybern. Part C Appl. Rev. 39(4), 389\u2013398 (2009)","journal-title":"IEEE Trans. Syst. Man Cybern. Part C Appl. Rev."},{"issue":"4","key":"12_CR21","doi-asserted-by":"publisher","first-page":"327","DOI":"10.1037\/0033-295X.84.4.327","volume":"84","author":"A Tversky","year":"1977","unstructured":"Tversky, A.: Features of similarity. Psycological Review 84(4), 327\u2013352 (1977)","journal-title":"Psycological Review"},{"issue":"4","key":"12_CR22","first-page":"233","volume":"4","author":"EGM Petrakis","year":"2006","unstructured":"Petrakis, E.G.M., Varelas, G., Hliaoutakis, A., Raftopoulou, P.: X-similarity: computing semantic similarity between concepts from different ontologies. J. Digital Inf. Manage. 4(4), 233\u2013237 (2006)","journal-title":"J. Digital Inf. Manage."},{"key":"12_CR23","unstructured":"Resnik, P.: Using information content to evaluate semantic similarity in a taxonomy. In: Proceedings of the 14th International Joint Conference on Artificial Intelligence (IJCAI 1995), vol. 2, Montreal, QC, Canada, pp. 448\u2013453 (1995)"},{"issue":"3","key":"12_CR24","doi-asserted-by":"publisher","first-page":"370","DOI":"10.1109\/TKDE.2007.48","volume":"19","author":"RL Cilibrasi","year":"2007","unstructured":"Cilibrasi, R.L., Vit\u00e1nyi, P.M.B.: The Google similarity distance. IEEE Trans. Knowl. Data Eng. 19(3), 370\u2013383 (2007)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"12_CR25","doi-asserted-by":"crossref","unstructured":"Zhou, Z., Wang, Y., Gu, J.: A new model of information content for semantic similarity in WordNet. In: Second International Conference on Future Generation Communication and Networking Symposia (FGCNS 2008), vol. 3, Sanya, Hainan Island, China, pp. 85\u201389 (2008)","DOI":"10.1109\/FGCNS.2008.16"},{"issue":"5","key":"12_CR26","doi-asserted-by":"publisher","first-page":"749","DOI":"10.1016\/j.jbi.2011.03.013","volume":"44","author":"D S\u00e1nchez","year":"2011","unstructured":"S\u00e1nchez, D., Montserrat, B.: Semantic similarity estimation in the biomedical domain: an ontology-based information-theoretic perspective. J. Biomed. Inform. 44(5), 749\u2013759 (2011)","journal-title":"J. Biomed. Inform."},{"key":"12_CR27","doi-asserted-by":"publisher","first-page":"222","DOI":"10.1016\/j.artint.2012.06.007","volume":"194","author":"D Milne","year":"2012","unstructured":"Milne, D., Witten, I.H.: An open-source toolkit for mining Wikipedia. Artif. Intell. 194, 222\u2013239 (2012)","journal-title":"Artif. Intell."},{"key":"12_CR28","doi-asserted-by":"crossref","unstructured":"Bollegala, D., Matsuo, Y., Ishizuka, M.: A relational model of semantic similarity between words using automatically extracted lexical pattern clusters from the web. In: Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing (EMNLP 2009), pp. 803\u2013812 (2009)","DOI":"10.3115\/1699571.1699617"},{"key":"12_CR29","doi-asserted-by":"publisher","first-page":"627","DOI":"10.1145\/365628.365657","volume":"8","author":"H Rubenstein","year":"1965","unstructured":"Rubenstein, H., Goodenough, J.: Contextual correlates of synonymy. Commun. ACM 8, 627\u2013633 (1965)","journal-title":"Commun. ACM"},{"key":"12_CR30","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1080\/01690969108406936","volume":"6","author":"GA Miller","year":"1991","unstructured":"Miller, G.A., Charles, W.G.: Contextual correlates of semantic similarity. Lang. Cogn. Process. 6, 1\u201328 (1991)","journal-title":"Lang. Cogn. Process."},{"key":"12_CR31","unstructured":"Neo Technology Inc: Neo4J. http:\/\/neo4j.com. Accessed 17 Dec 2015"},{"key":"12_CR32","doi-asserted-by":"crossref","unstructured":"Kalkowski, E., Sick, B.: Using ontology-based similarity measures to find training data for problems with sparse data. In: Proceedings of the 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2015), pp. 1693\u20131699 (2015)","DOI":"10.1109\/SMC.2015.298"}],"container-title":["Lecture Notes in Computer Science","Web Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-38791-8_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,3]],"date-time":"2025-06-03T19:16:52Z","timestamp":1748978212000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-38791-8_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319387901","9783319387918"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-38791-8_12","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]},"assertion":[{"value":"25 May 2016","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}