{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,14]],"date-time":"2026-02-14T01:48:14Z","timestamp":1771033694916,"version":"3.50.1"},"reference-count":56,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2012,9,6]],"date-time":"2012-09-06T00:00:00Z","timestamp":1346889600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["World Wide Web"],"published-print":{"date-parts":[[2013,7]]},"DOI":"10.1007\/s11280-012-0181-5","type":"journal-article","created":{"date-parts":[[2012,9,5]],"date-time":"2012-09-05T12:04:47Z","timestamp":1346846687000},"page":"497-513","source":"Crossref","is-referenced-by-count":54,"title":["Ontology-based context modeling for emotion recognition in an intelligent web"],"prefix":"10.1007","volume":"16","author":[{"given":"Xiaowei","family":"Zhang","sequence":"first","affiliation":[]},{"given":"Bin","family":"Hu","sequence":"additional","affiliation":[]},{"given":"Jing","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Philip","family":"Moore","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2012,9,6]]},"reference":[{"key":"181_CR1","doi-asserted-by":"crossref","unstructured":"Astrova, I.: Reverse Engineering of Relational Database to Ontologies. The Semantic Web: Research and Applications First European Semantic Web Symposium, pp. 327\u2013341 (2004)","DOI":"10.1007\/978-3-540-25956-5_23"},{"key":"181_CR2","doi-asserted-by":"crossref","unstructured":"Astrova, I., Stantic, B.: Reverse Engineering of Relational Databases to Ontologies: An Approach Based on an Analysis of HTML Forms. Proc. the Workshop on Knowledge Discovery and Ontologies at ECML\/PKDD, pp. 73\u201378 (2004)","DOI":"10.1007\/978-3-540-25956-5_23"},{"key":"181_CR3","doi-asserted-by":"crossref","unstructured":"Benta, K. L., Rar\u0103u, A., Cremene, M.: Ontology based affective context representation. In: Proceedings of the 2007 Euro American conference on Telematicsand information systems (EATIS\u201907). Faro, Portugal (2007)","DOI":"10.1145\/1352694.1352741"},{"key":"181_CR4","doi-asserted-by":"crossref","unstructured":"Busso, C., Deng, Z., et al.: Analysis of emotion recognition using facial expressions, speech and multimodal information. Proceedings of the 6th International Conference on Multimodal interfaces. State College, PA, USA, ACM: 205\u2013211 (2004)","DOI":"10.1145\/1027933.1027968"},{"key":"181_CR5","unstructured":"Caroglio, V., de Rosis, F. d.: Combining logical with emotional reasoning in natural argumentation. In: Conati, C., Hudlika, E., Lisetti, C. (eds.) The UM\u201903 Workshop on Affect, Pittsburgh (2003)"},{"key":"181_CR6","unstructured":"Cearreta, I., L\u00f3pez, J.M., Garay, N.: Modelling multimodal context-aware affective interaction. In: Proceedings of the Doctoral Consortium of the Second international conference on Affective Computing and Intelligent Interaction (ACII 2007), pp. 57\u201364. Lisbon, Portugal (2007)"},{"key":"181_CR7","volume-title":"The Internet of Things-Connecting Objects to the Web","author":"H Chaouchi","year":"2010","unstructured":"Chaouchi, H.: The Internet of Things-Connecting Objects to the Web. ISTE Ltd.Wiley, New York (2010)"},{"key":"181_CR8","doi-asserted-by":"crossref","unstructured":"Chi, Y.-L., Peng, S.-Y., Yang, C.-C.: Creating Kansei engineering-based ontology for annotating and archiving photos database. In: Jacko, J. (ed.) Human-Computer Interaction, Part I, HCII 2007, LNCS vol. 4550, pp. 701\u2013710. Springer (2007)","DOI":"10.1007\/978-3-540-73105-4_77"},{"key":"181_CR9","doi-asserted-by":"crossref","unstructured":"Conati, C.: Probabilistic assessment of user\u2019s emotions in educational games. J. Appl. Artif. Intell. 16(7\u20138), (2010)","DOI":"10.1080\/08839510290030390"},{"key":"181_CR10","doi-asserted-by":"crossref","unstructured":"Dillon, T., Talevski, A., Potdar, V., Chang, E.: Web of things as a framework for ubiquitous intelligence and computing. In: Proc the 6th International Conference on Ubiquitous Intelligence and Computing, pp 1\u201310 (2009)","DOI":"10.1007\/978-3-642-02830-4_2"},{"key":"181_CR11","doi-asserted-by":"crossref","unstructured":"Dou, D., Frishkoff, G., Rong, J., Frank, R., Malony, A. and Tucker, D.: Development of Neuroelectromagnetic Ontologies (Nemo): a framework for mining brainwave ontologies. In Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, 270\u2013279. San Jose, California, USA: ACM (2007)","DOI":"10.1145\/1281192.1281224"},{"issue":"2","key":"181_CR12","first-page":"139","volume":"2","author":"DH Fisher","year":"1987","unstructured":"Fisher, D.H.: Knowledge acquisition via incremental conceptual clustering. Mach. Learn. 2(2), 139\u2013172 (1987)","journal-title":"Mach. Learn."},{"key":"181_CR13","unstructured":"Francisco, V., Gerv\u00e1s, P., Peinado, F.: Ontological reasoning to configure emotional voice synthesis. In: Proceedings of the First International Conference of Web Reasoning and Rule Systems (Innsbruck,Austria, 2007), pp. 88\u2013102. Springer, Berlin\/Heidelberg (2007)"},{"issue":"2","key":"181_CR14","doi-asserted-by":"crossref","first-page":"309","DOI":"10.1109\/TITB.2009.2038481","volume":"14","author":"CA Frantzidis","year":"2010","unstructured":"Frantzidis, C.A., Bratsas, C., Klados, M.A., Konstantinidis, E., Lithari, C.D., Vivas, A.B., Papadelis, C.L., Kaldoudi, E., Pappas, C., Bamidis, P.D.: On the classification of emotional biosignals evoked while viewing affective pictures: an integrated data-mining-based approach for healthcare applications. IEEE Trans. Inf. Technol. Biomed. 14(2), 309\u2013318 (2010)","journal-title":"IEEE Trans. Inf. Technol. Biomed."},{"key":"181_CR15","unstructured":"Galunov, V.I., Lobanov, B.M., Zagoruiko, N.G.: Ontology of the subject domain. In: Speech Signals Recognition and Synthesis SPECOM\u20192004, 9th Conference Speechand Computer Saint-Petersburg, Russia (2004)"},{"key":"181_CR16","doi-asserted-by":"crossref","unstructured":"Gonz\u00e1lez, G., L\u00f3pez, B., Rosa, J.L.D.L.: Managing emotions in smart user models for recommender systems. In: Proceedings of 6th International Conference on Enterprise Information Systems ICEIS 2004, vol. 5, pp. 187\u2013194 (2004)","DOI":"10.5220\/0002610901870194"},{"key":"181_CR17","doi-asserted-by":"crossref","unstructured":"Gruber, T.: A translation approach to portable ontology specifications. In: Knowledge Acquisition, vol. 5, pp. 199\u2013220 (1993)","DOI":"10.1006\/knac.1993.1008"},{"key":"181_CR18","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1023\/A:1013337427135","volume":"12","author":"E Hudlicka","year":"2002","unstructured":"Hudlicka, E., McNeese, M.D.: Assessment of user affective and belief states for interface adaptation: application to an air force pilot task. User Model. User-Adap. Inter. 12, 1\u201347 (2002)","journal-title":"User Model. User-Adap. Inter."},{"key":"181_CR19","unstructured":"Jena: A semantic web Framework for java. http:\/\/jena.sourceforge.net\/"},{"key":"181_CR20","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1016\/S0953-5438(01)00053-4","volume":"14","author":"J Klein","year":"2002","unstructured":"Klein, J., Moon, Y., Picard, R.W.: This computer responds to user frustration: theory, design, and results. Interact. Comput. 14, 119\u2013140 (2002)","journal-title":"Interact. Comput."},{"key":"181_CR21","doi-asserted-by":"crossref","unstructured":"Koelstra, S., Muhl, C., et al.: DEAP: A database for emotion analysis using physiological signals. IEEE Trans. Affect. Comput., 99: 1\u20131 (2011)","DOI":"10.1109\/T-AFFC.2011.15"},{"key":"181_CR22","unstructured":"Kunii, T.L., Ma, J.H., Huang, R.H.: Hyper world modeling. In: Proc the International Conference on Visual Information Systems (VIS\u201996), pp. 1\u20138 (1996)"},{"key":"181_CR23","unstructured":"L\u00f3pez, J.M., Gil, R., Garc\u00eda, R., Cearreta, I., Garay, N.: Towards an ontology for describing emotions. In: Proceedings of the 1st World Summiton the Knowledge Society (Athens, Greece, 2008), pp. 96\u2013104. Springer, Berlin\/Heidelberg (2008)"},{"key":"181_CR24","doi-asserted-by":"crossref","first-page":"96","DOI":"10.1007\/978-3-540-87781-3_11","volume-title":"Towards an Ontology for Describing Emotions. Emerging Technologies and Information Systems for the Knowledge Society","author":"JM L\u00f3pez","year":"2008","unstructured":"L\u00f3pez, J.M., Gil, R., et al.: Towards an Ontology for Describing Emotions. Emerging Technologies and Information Systems for the Knowledge Society, vol. 5288, pp. 96\u2013104. Springer, Berlin (2008)"},{"key":"181_CR25","unstructured":"Ma, J.H., Huang, R.H.: Improving human interaction with a Hyper world. In: Proc the Pacific Workshop on Distributed Multimedia Systems (DMS\u201996), pp. 46\u201350 (1996)"},{"key":"181_CR26","unstructured":"Ma, J.H.: Smart u-Things-challenging real world complexity. In: IPSJ Symposium Series, vol 19, pp. 146\u2013150 (2005)"},{"issue":"1","key":"181_CR27","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1108\/17427370580000113","volume":"1","author":"JH Ma","year":"2005","unstructured":"Ma, J.H., Yang, L.T., Apduhan, B.O., Huang, R.H., Barolli, L., Takizawa, M.: Towards a smart world and ubiquitous intelligence: a walkthrough from smart things to smart hyperspaces and UbicKids. Int. J. Pervasive Comput. Commun 1(1), 53\u201368 (2005)","journal-title":"Int. J. Pervasive Comput. Commun"},{"issue":"2","key":"181_CR28","doi-asserted-by":"crossref","first-page":"72","DOI":"10.1109\/5254.920602","volume":"16","author":"A Maedche","year":"2001","unstructured":"Maedche, A., Staab, S.: Ontology learning for the semantic web. IEEE Intell. Syst. 16(2), 72\u201379 (2001)","journal-title":"IEEE Intell. Syst."},{"key":"181_CR29","unstructured":"Maedche, A., Staab, S.: Discovering Conceptual Relations from Text. Proc. ECAI 2000, pp. 32l\u2013325 (2000)"},{"issue":"4","key":"181_CR30","doi-asserted-by":"crossref","first-page":"329","DOI":"10.1016\/j.ijhcs.2006.11.011","volume":"65","author":"RL Mandryk","year":"2007","unstructured":"Mandryk, R.L., Atkins, M.S.: A fuzzy physiological approach for continuously modeling emotion during interaction with play technologies. Int. J. Hum. Comput. Stud. 65(4), 329\u2013347 (2007)","journal-title":"Int. J. Hum. Comput. Stud."},{"key":"181_CR31","doi-asserted-by":"crossref","unstructured":"Mathieu, Y.: Annotation of emotions and feelings in texts. In: Proceedings of the First International Conference ASCII 2005 (Beijing, China, 2005), pp. 350\u2013357. Springer, Berlin\/Heidelberg (2005)","DOI":"10.1007\/11573548_45"},{"key":"181_CR32","unstructured":"McGuinness, D.L., van Harmelen, F.: OWL Web Ontology Language Overview. W3C Recommendation, 10 February 2004. Available at: http:\/\/www.w3.org\/TR\/2004\/REC-owl-features-20040210\/"},{"key":"181_CR33","doi-asserted-by":"crossref","unstructured":"Moore, P., Jackson, M., et al.: Fuzzy ECA rules for pervasive decision-centric personalised mobile learning computational intelligence for technology enhanced learning. In: Xhafa, F., Caball\u00e9, S., Abraham, A., Daradoumis, T., Juan Perez, A. (eds.). Springer Berlin, Heidelberg, 273: 25\u201358 (2010)","DOI":"10.1007\/978-3-642-11224-9_2"},{"issue":"5","key":"181_CR34","doi-asserted-by":"crossref","first-page":"84","DOI":"10.1080\/02642060308565625","volume":"23","author":"P Mudie","year":"2003","unstructured":"Mudie, P., Cottam, A., et al.: An exploratory study of consumption emotion in services. Serv. Ind. J. 23(5), 84\u2013106 (2003)","journal-title":"Serv. Ind. J."},{"key":"181_CR35","unstructured":"Nakaya, N., Kurematsu, M., Yamaguchi, T.: A domain ontology development environment using a MRD and text corpus. Proc. the Fifth Joint Conference on Knowledge-based Software Engineering Frontiers in Artificial Intelligence and Applications, pp. 242\u2013251 (2002)"},{"issue":"2","key":"181_CR36","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1016\/j.websem.2003.11.002","volume":"1","author":"G Nicholas","year":"2004","unstructured":"Nicholas, G., Stephen, H., Nigel, S.: Agent-based Semantic Web Services. Web Semant. Sci. Serv. Agents World Wide Web 1(2), 141\u2013154 (2004)","journal-title":"Web Semant. Sci. Serv. Agents World Wide Web"},{"key":"181_CR37","doi-asserted-by":"crossref","unstructured":"Peng, H., Hu, B., Liu, Q.Y., Dong, Q.X., Zhao, Q.L., Moore, P.: User-Centered Depression Prevention: An EEG Approach to Pervasive Healthcare, MindCare workshop in Pervasive Health 2011, Dublin, Ireland. pp. 325\u2013330","DOI":"10.4108\/icst.pervasivehealth.2011.246025"},{"key":"181_CR38","doi-asserted-by":"crossref","unstructured":"Peng, H., Hu, B., et al.: An improved EEG de-noising approach in electroencephalogram (EEG) for home care. Pervasive Computing Technologies for Healthcare (Pervasive Health), 2011 5th International Conference on (2011)","DOI":"10.4108\/icst.pervasivehealth.2011.246021"},{"key":"181_CR39","doi-asserted-by":"crossref","unstructured":"Petrantonakis, P. C., Hadjileontiadis, L.J.: Adaptive extraction of emotion-related EEG segments using multidimensional directed information in time-frequency domain. Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE (2010)","DOI":"10.1109\/IEMBS.2010.5626588"},{"key":"181_CR40","volume-title":"C4.5: Programs for Machine Learning","author":"RJ Quilan","year":"1993","unstructured":"Quilan, R.J.: C4.5: Programs for Machine Learning. Morgan Kauffman, San Mateo (1993)"},{"key":"181_CR41","unstructured":"RDF Vocabulary Description Language 1.0: RDF Schema. http:\/\/www.w3.org\/TR\/rdf-schema\/"},{"key":"181_CR42","unstructured":"Resource Description Framework (RDF): Concepts and Abstract Syntax. http:\/\/www.w3.org\/TR\/rdf-concepts\/"},{"issue":"6","key":"181_CR43","doi-asserted-by":"crossref","first-page":"1161","DOI":"10.1037\/h0077714","volume":"39","author":"JA Russell","year":"1980","unstructured":"Russell, J.A.: A circumplex model of affect. J. Personal. Soc. Psychol. 39(6), 1161\u20131178 (1980)","journal-title":"J. Personal. Soc. Psychol."},{"key":"181_CR44","volume-title":"Artificial intelligence: a modern approach","author":"S Russell","year":"1995","unstructured":"Russell, S., Norvig, P.: Artificial intelligence: a modern approach. Prentice Hall, Englewood Cliffs (1995)"},{"issue":"2","key":"181_CR45","doi-asserted-by":"crossref","first-page":"122","DOI":"10.1016\/j.bspc.2007.03.003","volume":"2","author":"M Sabeti","year":"2007","unstructured":"Sabeti, M., Boostani, R., et al.: Selection of relevant features for EEG signal classification of schizophrenic patients. Biomed. Signal Process. Control 2(2), 122\u2013134 (2007)","journal-title":"Biomed. Signal Process. Control"},{"issue":"1","key":"181_CR46","doi-asserted-by":"crossref","first-page":"l7","DOI":"10.1016\/j.ijhcs.2003.08.001","volume":"60","author":"M Shamsfard","year":"2004","unstructured":"Shamsfard, M., Barforoush, A.A.: Learning ontologies from natural language texts. Int. J. Hum. Comput. Stud. 60(1), l7\u2013l63 (2004)","journal-title":"Int. J. Hum. Comput. Stud."},{"key":"181_CR47","doi-asserted-by":"crossref","unstructured":"Stickel, C., Ebner, M., Steinbach-Nordmann, S., Searle, G., Holzinger, A.: Emotion detection: application of the valence arousal space for rapid biological usability testing to enhance universal access. In: Proceedings of the 5th International Conference on Universal Access in Human-Computer Interaction, pp. 615\u2013624. (2009).","DOI":"10.1007\/978-3-642-02707-9_70"},{"key":"181_CR48","doi-asserted-by":"crossref","unstructured":"Stirbu, V.: Towards a RESTful plug and play experience in the web of things. In: Proc the 2008 IEEE International Conference on Semantic Computing, pp. 512\u2013517 (2008)","DOI":"10.1109\/ICSC.2008.51"},{"key":"181_CR49","doi-asserted-by":"crossref","unstructured":"Villon, O. Lisetti, C.: A user-modeling approach to build user\u2019s psycho-physiological maps of emotions using bio-sensors. Proc. IEEE Int. Workshop Robot Human Interactive Commun., p. 269 (2006)","DOI":"10.1109\/ROMAN.2006.314429"},{"key":"181_CR50","doi-asserted-by":"crossref","unstructured":"Wehrle, T., Scherer, K.R.: Towards Computational Modeling of Appraisal Theories. Appraisal Processes in Emotion: Theory, Methods, Research, pp. 350\u2013365. Oxford University Press, New York (2001)","DOI":"10.1093\/oso\/9780195130072.003.0020"},{"issue":"3","key":"181_CR51","doi-asserted-by":"crossref","first-page":"48","DOI":"10.1109\/MIC.2009.52","volume":"33","author":"E Welbourne","year":"2009","unstructured":"Welbourne, E., Battle, L., Cole, G., Gould, K., Rector, K., Raymer, S., Balazinska, M., Borriello, G.: Building the Internet of things using RFID. IEEE Internet Comput. 33(3), 48\u201355 (2009)","journal-title":"IEEE Internet Comput."},{"key":"181_CR52","doi-asserted-by":"crossref","unstructured":"Xu, Z.M. Cao, X., Dong, Y.S. and Su, W.P.: Formal Approach and Automated Tool for Translating ER Schemata into OWL Ontologies. Proc. PAKDD 2004, pp. 464\u2013476, (2004)","DOI":"10.1007\/978-3-540-24775-3_57"},{"issue":"4","key":"181_CR53","doi-asserted-by":"crossref","first-page":"713","DOI":"10.1142\/S0219622006002283","volume":"5","author":"N Zhong","year":"2006","unstructured":"Zhong, N.: Impending brain informatics research from Web Intelligence perspective. Int. J. Inf. Technol. Decis. Mak. 5(4), 713\u2013727 (2006)","journal-title":"Int. J. Inf. Technol. Decis. Mak."},{"key":"181_CR54","unstructured":"Zhong, N., Liu, J., Yao, Y.Y., Ohsuga, S.: Web Intelligence (WI). In Proceedings of the 24th IEEE Computer Society International Computer Software and Applications Conference (COMPSAC 2000), pages 469-470, IEEE Computer Society Press, Taipei, Taiwan, October 25\u201328, 2000"},{"key":"181_CR55","doi-asserted-by":"crossref","unstructured":"Zhong, N., Liu, J.M., Yao, Y.Y., Wu, J.L., Lu, S.F., Qin, Y.L., Li, K.C. and Wah, B.: Web Intelligence meets Brain Informatics. Proc. The First WICI International Workshop on Web Intelligence Meets Brain Informatics (WImBI 2006), pp. 1\u201331, (2006)","DOI":"10.1007\/978-3-540-77028-2_1"},{"key":"181_CR56","doi-asserted-by":"crossref","unstructured":"Zhong, N., Ma, J.H., Huang, R.H., Liu, J.M., Yao, Y.Y., Zhang, Y.X., Chen, J.H.: Research Challenges and Perspectives on Wisdom Web of Things (W2T). Journal of Supercomputing, Springer (2010)","DOI":"10.1007\/s11227-010-0518-8"}],"container-title":["World Wide Web"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11280-012-0181-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11280-012-0181-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11280-012-0181-5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,7]],"date-time":"2025-04-07T22:17:28Z","timestamp":1744064248000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11280-012-0181-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,9,6]]},"references-count":56,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2013,7]]}},"alternative-id":["181"],"URL":"https:\/\/doi.org\/10.1007\/s11280-012-0181-5","relation":{},"ISSN":["1386-145X","1573-1413"],"issn-type":[{"value":"1386-145X","type":"print"},{"value":"1573-1413","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,9,6]]}}}