{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T12:19:02Z","timestamp":1779365942214,"version":"3.53.0"},"reference-count":48,"publisher":"Springer Science and Business Media LLC","license":[{"start":{"date-parts":[[2013,8,23]],"date-time":"2013-08-23T00:00:00Z","timestamp":1377216000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J Intell Inf Syst"],"DOI":"10.1007\/s10844-013-0273-4","type":"journal-article","created":{"date-parts":[[2013,8,22]],"date-time":"2013-08-22T04:02:22Z","timestamp":1377144142000},"source":"Crossref","is-referenced-by-count":6,"title":["Dream sentiment analysis using second order soft co-occurrences (SOSCO) and time course representations"],"prefix":"10.1007","author":[{"given":"Amir H.","family":"Razavi","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Stan","family":"Matwin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Joseph","family":"De Koninck","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ray Reza","family":"Amini","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2013,8,23]]},"reference":[{"key":"273_CR1","unstructured":"Chaffar, S., & Inkpen, D. (2011). Towards Emotion Detection in Text. IEEE Transactions in Affective Computing."},{"key":"273_CR2","doi-asserted-by":"crossref","first-page":"793","DOI":"10.3115\/1613715.1613816","volume-title":"EMNLP \u201908: Proceedings of the conference on empirical methods in natural language processing","author":"Y Choi","year":"2008","unstructured":"Choi, Y., & Cardie, C. (2008). Learning with compositional semantics as structural inference for subsentential sentiment analysis. In: EMNLP \u201908: Proceedings of the conference on empirical methods in natural language processing (pp. 793\u2013801). Morristown, NJ: Association for Computational Linguistics."},{"issue":"4","key":"273_CR3","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1023\/A:1021128326940","volume":"12","author":"M-A Delorme","year":"2002","unstructured":"Delorme, M.-A., Lortie-Lussier, M., De Koninck, J. (2002). Stress and coping in the waking and dreaming states during an examination period. Dreaming, 12(4), 171\u2013183.","journal-title":"Dreaming"},{"key":"273_CR4","doi-asserted-by":"crossref","DOI":"10.1037\/10463-000","volume-title":"The scientific study of dreams: Neural networks, cognitive development, and content analysis","author":"GW Domhoff","year":"2003","unstructured":"Domhoff, G.\u00a0W. (2003). The scientific study of dreams: Neural networks, cognitive development, and content analysis. New York: American Psychological Association."},{"key":"273_CR5","doi-asserted-by":"crossref","first-page":"1238","DOI":"10.1016\/j.concog.2008.06.010","volume":"17","author":"GW Domhoff","year":"2008","unstructured":"Domhoff, G.\u00a0W., & Schneider, A. (2008). Studying dream content using the archive and search engine on DreamBank.net. Consciousness and Cognition, 17, 1238\u20131247.","journal-title":"Consciousness and Cognition"},{"key":"273_CR6","doi-asserted-by":"crossref","first-page":"550","DOI":"10.1037\/0033-295X.99.3.550","volume":"99","author":"P Ekman","year":"1992","unstructured":"Ekman, P. (1992a). Are there basic emotions? Psychological Review, 99, 550\u2013553.","journal-title":"Psychological Review"},{"key":"273_CR7","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1080\/02699939208411068","volume":"6","author":"P Ekman","year":"1992","unstructured":"Ekman, P. (1992b). An argument for basic emotions. Cognition and Emotion, 6, 169\u2013200.","journal-title":"Cognition and Emotion"},{"key":"273_CR8","unstructured":"Firth, J.R., et al. (1957). Studies in linguistic analysis. A synopsis of linguistic theory 1930\u20131955. Special volume of the Philological Society. Oxford: Blackwell."},{"key":"273_CR9","unstructured":"Frantova, E., & Bergler, S. (2009). Automatic emotion annotation of dream diaries. K-CAP."},{"key":"273_CR10","unstructured":"Ghazi, D., Inkpen, D., & Szpakowicz, S. (2010). Hierarchical versus flat classification of emotions in text. In Proceedings of the NAACL HLT 2010 workshop on computational approaches to analysis and generation of emotion in text; Association for Computational Linguistics (USA) (pp. 140\u2013146)."},{"key":"273_CR11","volume-title":"The content analysis of dreams","author":"CS Hall","year":"1966","unstructured":"Hall, C.S., & Van de Castle, R.L. (1966). The content analysis of dreams. New York: Meredith Publishing Company."},{"issue":"2\/3","key":"273_CR12","doi-asserted-by":"crossref","first-page":"146","DOI":"10.1080\/00437956.1954.11659520","volume":"10","author":"Z Harris","year":"1954","unstructured":"Harris, Z. (1954). Distributional structure. Word, 10(2\/3), 146\u2013162.","journal-title":"Word"},{"key":"273_CR13","volume-title":"The philosophy of linguistics","author":"Z Harris","year":"1964","unstructured":"Harris, Z. (1964). Distributional structure. In J.J. Katz & J.A. Fodor (Eds.), The philosophy of linguistics. New York: Oxford University Press."},{"key":"273_CR14","first-page":"139","volume-title":"Current issues in linguistic theory Vol. 42","author":"Z Harris","year":"1985","unstructured":"Harris, Z. (1985). On Grammars of Science. Linguistics and Philosophy: Essays in honor of Rulon S. Wells. In A. Makkai & A.K. Melby (Eds.), Current issues in linguistic theory (Vol. 42, pp. 139\u2013148). Amsterdam & Philadelphia: John Benjamins."},{"key":"273_CR15","volume-title":"Dreams and nightmares: The new theory on the origin and meaning of dreams","author":"E Hartmann","year":"1998","unstructured":"Hartmann, E. (1998). Dreams and nightmares: The new theory on the origin and meaning of dreams. New York: Plenum."},{"key":"273_CR48","doi-asserted-by":"crossref","first-page":"R1","DOI":"10.1097\/00001756-199802160-00033","volume":"9","author":"JA Hobson","year":"1998","unstructured":"Hobson, J.A., Stickgold, R., Pace-Schott, E.F. (1998). The Neuropsychology of REMsleep dreaming. NeuroReport, 9, R1\u2013R14.","journal-title":"NeuroReport"},{"key":"273_CR16","unstructured":"Kulkarni, A., & Pedersen, T. (2005). SenseClusters: Unsupervised clustering and labeling of similar contexts - appears in the proceedings of the demonstration and interactive poster session of the 43rd annual meeting of the Association for Computational Linguistics, pp. 105\u2013108."},{"key":"273_CR17","volume-title":"Foundations of statistical natural language processing","author":"CD Manning","year":"1998","unstructured":"Manning, C.D., & Sch\u00fctze, H. (1998). Foundations of statistical natural language processing. Cambridge, MA: The MIT Press."},{"key":"273_CR18","doi-asserted-by":"crossref","first-page":"163","DOI":"10.1038\/383163a0","volume":"383","author":"P Maquet","year":"1996","unstructured":"Maquet, P., P\u00e9ters, J.M. , Aerts, J., Delfiore, G., Degueldre, C, Luxen, A., & Franck, G. (1996). Functional neuroanatomy of human rapid-eye- movement sleep and dreaming. Nature, 383, 163\u2013166.","journal-title":"Nature"},{"issue":"4","key":"273_CR19","first-page":"446","volume":"17","author":"S Matwin","year":"2010","unstructured":"Matwin, S., Kouznetsov, A., Inkpen, D., Frunza, O., & O\u2019Blenis, P. (2010). A new algorithm for reducing the workload of experts in performing systematic reviews. Journal of JAMIA, 17(14), 446\u2013453.","journal-title":"Journal of JAMIA"},{"key":"273_CR20","unstructured":"Mcdonald, S., & Ramscar, M. (2001). Testing the distributional hypothesis: The influence of context on judgements of semantic similarity. In Proceedings of the 23rd annual conference of the Cognitive Science Society."},{"key":"273_CR21","doi-asserted-by":"crossref","first-page":"1275","DOI":"10.1145\/1557019.1557156","volume-title":"KDD \u201909: Proceedings of the 15th ACM SIGKDD international conference on knowledge discovery and data mining","author":"P Melville","year":"2009","unstructured":"Melville, P., Gryc, W., & Lawrence, R.D. (2009). Sentiment analysis of blogs by combining lexical knowledge with text classification. In KDD \u201909: Proceedings of the 15th ACM SIGKDD international conference on knowledge discovery and data mining (pp. 1275\u20131284). New York, NY: ACM."},{"issue":"1","key":"273_CR22","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/01690969108406936","volume":"6","author":"G Miller","year":"1991","unstructured":"Miller, G., & Charles, W. (1991). Contextual correlates of semantic similarity. Language and Cognitive Processes, 6(1), 1\u201328.","journal-title":"Language and Cognitive Processes"},{"key":"273_CR23","unstructured":"Nadeau, D., Sabourin, C., De Koninck, J., Matwin, S., & Turney, P.D. (2006). Automatic dream sentiment analysis. In Proceedings of the workshop on computational aesthetics at the twenty-first national conference on artificial intelligence (AAAI-06), Boston, USA."},{"key":"273_CR24","doi-asserted-by":"crossref","first-page":"1286","DOI":"10.1038\/nature04288","volume":"437","author":"TA Nielsen","year":"2005","unstructured":"Nielsen, T.A., & Strenstrom, P. (2005). What are the memory sources of dreaming? Nature, 437, 1286\u20131289.","journal-title":"Nature"},{"key":"273_CR25","doi-asserted-by":"crossref","first-page":"79","DOI":"10.3115\/1118693.1118704","volume-title":"EMNLP \u201902: Proceedings of the ACL-02 conference on empirical methods in natural language processing","author":"B Pang","year":"2002","unstructured":"Pang, B., Lee, L., & Vaithyanathan, S. (2002). Thumbs up?: sentiment classification using machine learning techniques. In EMNLP \u201902: Proceedings of the ACL-02 conference on empirical methods in natural language processing (pp. 79\u201386). Morristown, NJ: Association for Computational Linguistics."},{"key":"273_CR26","unstructured":"Pedersen, T., & Bruce, R. (1997). Distinguishing word senses in untagged text. In Proceedings of the second conference on empirical methods in natural language processing, Providence, RI (pp. 197\u2013207)."},{"key":"273_CR27","unstructured":"Pedersen, T., & Bruce, R. (1998). Knowledge lean word sense disambiguation. In Proceedings of the fifteenth national conference on artificial intelligenc, Madison, WI (pp. 800\u2013805)."},{"key":"273_CR28","doi-asserted-by":"crossref","unstructured":"Pedersen, T., & Kulkarni, A. (2006). Selecting the right number of senses based on clustering criterion functions. In Proceedings of the posters and demo program of the eleventh conference of the European chapter of the Association for Computational Linguistics, Trento, Italy (pp. 111\u2013114).","DOI":"10.3115\/1608974.1608983"},{"key":"273_CR29","doi-asserted-by":"crossref","unstructured":"Pedersen, T., & Kulkarni, A. (2007). Unsupervised discrimination of person names in web contexts. In CICLing (pp. 299\u2013310).","DOI":"10.1007\/978-3-540-70939-8_27"},{"key":"273_CR30","doi-asserted-by":"crossref","unstructured":"Pedersen, T., Purandare, A., & Kulkarni, A. (2005). Name discrimination by clustering similar contexts. In Proceedings of the sixth international conference on intelligent text processing and computational linguistics, Mexico City (pp. 220\u2013231).","DOI":"10.1007\/978-3-540-30586-6_24"},{"key":"273_CR31","doi-asserted-by":"crossref","unstructured":"Pedersen, T., Kulkarni, A., Angheluta, R., Kozareva, Z., & Solorio, T. (2006). An unsupervised language independent method of name discrimination using second order co-occurrence features. In Proceedings of the seventh international conference on intelligent text processing and computational linguistics, Mexico City (pp. 208\u2013222).","DOI":"10.1007\/11671299_23"},{"key":"273_CR32","volume-title":"Linguistic inquiry and word count LIWC2001","author":"JW Pennebaker","year":"2001","unstructured":"Pennebaker, J.W., Francis, M.E., & Booth, R.J. (2001). Linguistic inquiry and word count LIWC2001. Mahwah, NJ: Erlbaum Publishers."},{"key":"273_CR33","doi-asserted-by":"crossref","first-page":"353","DOI":"10.1037\/h0025953","volume":"77","author":"MI Posner","year":"1968","unstructured":"Posner, M.I., & Keele, S.W. (1968). On the genesis of abstract ideas. Journal of Experimental Psychology, 77, 353\u2013363.","journal-title":"Journal of Experimental Psychology"},{"key":"273_CR34","doi-asserted-by":"crossref","unstructured":"Purandare, A., & Pedersen, T. (2004a). Word sense discrimination by clustering contexts in vector and similarity spaces. In Proceedings of the conference on computational natural language learning, Boston, MA.","DOI":"10.1007\/978-3-540-30586-6_24"},{"key":"273_CR35","doi-asserted-by":"crossref","unstructured":"Purandare, A., & Pedersen, T. (2004b). SenseClusters\u2014finding clusters that represent word senses. AAAI, 1030\u20131031.","DOI":"10.3115\/1614025.1614033"},{"key":"273_CR36","unstructured":"Robnik-Sikonja, M., & Kononenko, I. (1997). An adaptation of Relief for attribute estimation in regression. In Fourteenth international conference on machine learning (pp. 296\u2013304)."},{"key":"273_CR37","first-page":"28","volume-title":"Cognition and categorization","author":"E Rosch","year":"1978","unstructured":"Rosch, E. (1978). Principles of categorization. In E. Rosch & B.B. Loyd (Eds.), Cognition and categorization (pp. 28\u201371). Hillsdale: Erlbaum."},{"key":"273_CR39","unstructured":"Schtitze, H., & Pedersen, J.O. (1995). Information retrieval based on word senses. In Fourth annual symposium on document analysis and information retrieval (pp. 161\u2013175)."},{"issue":"1","key":"273_CR40","first-page":"97","volume":"24","author":"H Sch\u00fctze","year":"1998","unstructured":"Sch\u00fctze, H. (1998). Automatic word sense discrimination. Computational Linguistics, 24(1), 97\u2013123.","journal-title":"Computational Linguistics"},{"key":"273_CR41","doi-asserted-by":"crossref","DOI":"10.4159\/harvard.9780674866270","volume-title":"Categories and concepts","author":"EE Smith","year":"1981","unstructured":"Smith, E.E., & Medin, D.L. (1981). Categories and concepts. Cambridge: Harvard University Press."},{"issue":"1","key":"273_CR42","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1108\/eb026526","volume":"28","author":"K Spark","year":"1972","unstructured":"Spark, K., & Jones, A. (1972). Statistical interpretation of term specificity and its application in retrieval. Journal of Documentation, 28(1), 11\u201321.","journal-title":"Journal of Documentation"},{"key":"273_CR49","doi-asserted-by":"crossref","first-page":"116","DOI":"10.1037\/1053-0797.15.2.116","volume":"15","author":"M St-Onge","year":"2005","unstructured":"St-Onge, M., Lortie-Lussier, M., Mercier, P., Grenier, J., De Koninck, J. (2005). Emotions in the diary and REM dreams of young and late adulthood women and their relation to life satisfaction. Dreaming, 15, 116\u2013128.","journal-title":"Dreaming"},{"key":"273_CR43","unstructured":"Turney, P. (2002). Thumbs up or thumbs down? Semantic orientation applied to unsupervised classification of reviews. In: Proc. 40th annual meeting of the association for computational linguistics."},{"key":"273_CR44","doi-asserted-by":"crossref","unstructured":"Turney, P.D. (2008). The latent relation mapping engine: algorithm and experiments. Journal of Artificial Intelligence Research (JAIR), 33, 615\u2013655 (NRC #50738).","DOI":"10.1613\/jair.2693"},{"key":"273_CR45","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1613\/jair.2934","volume":"37","author":"PD Turney","year":"2010","unstructured":"Turney, P.D., & Pantel, P. (2010). From frequency to meaning: vector space models of semantics. Journal of Artificial Intelligence Research (JAIR), 37, 141\u2013188.","journal-title":"Journal of Artificial Intelligence Research (JAIR)"},{"key":"273_CR46","unstructured":"Turney, P.D., Neuman, Y., Assaf, D., & Cohen, Y. (2011). Literal and metaphorical sense identification through concrete and abstract context. In Proceedings of the 2011 conference on empirical methods in natural language processing (EMNLP-2011), Edinburgh, Scotland, UK (pp. 680\u2013690)."},{"key":"273_CR47","volume-title":"Data mining: Practical machine learning tools and techniques","author":"IH Witten","year":"2005","unstructured":"Witten, I.H., & Frank, E. (2005). Data mining: Practical machine learning tools and techniques (2nd ed.). San Francisco: Morgan Kaufmann.","edition":"2"}],"container-title":["Journal of Intelligent Information Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10844-013-0273-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10844-013-0273-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10844-013-0273-4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,3,4]],"date-time":"2022-03-04T14:11:53Z","timestamp":1646403113000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10844-013-0273-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,8,23]]},"references-count":48,"alternative-id":["273"],"URL":"https:\/\/doi.org\/10.1007\/s10844-013-0273-4","relation":{},"ISSN":["0925-9902","1573-7675"],"issn-type":[{"value":"0925-9902","type":"print"},{"value":"1573-7675","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,8,23]]}}}