{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,3]],"date-time":"2025-05-03T04:06:21Z","timestamp":1746245181326,"version":"3.40.4"},"publisher-location":"Berlin, Heidelberg","reference-count":53,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642549021"},{"type":"electronic","value":"9783642549038"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-642-54903-8_9","type":"book-chapter","created":{"date-parts":[[2014,4,18]],"date-time":"2014-04-18T18:47:24Z","timestamp":1397846844000},"page":"98-114","source":"Crossref","is-referenced-by-count":14,"title":["Investigating the Role of Emotion-Based Features in Author Gender Classification of Text"],"prefix":"10.1007","author":[{"given":"Calkin","family":"Suero Montero","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Myriam","family":"Munezero","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tuomo","family":"Kakkonen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"9_CR1","doi-asserted-by":"crossref","unstructured":"Alm, C.O., Roth, D., Sproat, R.: Emotions from text: machine learning for text-based emotion prediction. In: Proceedings of HLT\/EMNLP, Vancouver, Canada, pp. 579\u2013586 (2005)","DOI":"10.3115\/1220575.1220648"},{"issue":"3","key":"9_CR2","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1515\/text.2003.014","volume":"23","author":"S. Argamon","year":"2003","unstructured":"Argamon, S., Koppel, M., Fine, J., Shimoni, A.R.: Gender, genre, and writing style in formal written texts. Text - Interdisciplinary Journal for the Study of Discourse\u00a023(3), 321\u2013346 (2003), http:\/\/www.cs.biu.ac.il\/~koppel\/papers\/male-female-text-final.pdf (accessed online on May 05, 2012)","journal-title":"Text"},{"key":"9_CR3","doi-asserted-by":"crossref","unstructured":"Argamon, S., Kopel, M., Pennbaker, J.W., Schler, J.: Mining the Blogosphere: Age, Gender and the varieties of self-expression. First Monday\u00a012(9), 3 (2007), firstmonday.org (accessed online on May 01, 2012)","DOI":"10.5210\/fm.v12i9.2003"},{"issue":"4","key":"9_CR4","doi-asserted-by":"publisher","first-page":"377","DOI":"10.1177\/0092070303254412","volume":"31","author":"R. Bougie","year":"2003","unstructured":"Bougie, R., Pieters, R., Zeelenberg, M.: Angry Customers Don\u2019t Come Back, They Get Back: The Experience and Behavioral Implications of Anger and Dissatisfaction in Services. Journal of the Academy of Marketing Science\u00a031(4), 377\u2013393 (2003)","journal-title":"Journal of the Academy of Marketing Science"},{"key":"9_CR5","unstructured":"Bradley, M.M., Lang, P.J.: Affective norms for English words (ANEW). Instruction Manual and Affective Ratings. Technical report, The Center for Research in Psychophysiology, University of Florida (1999)"},{"key":"9_CR6","unstructured":"Brody, L.R., Hall, J.A.: Gender and Emotion in Context. In: Lewis, M., Haviland-Jones, J.M., Barrett, L.F. (eds.) Handbook of Emotions, ch. 24, 3rd edn., pp. 395\u2013408. The Guilford Press (2008)"},{"issue":"1","key":"9_CR7","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1037\/1528-3542.5.1.80","volume":"5","author":"T.M. Chaplin","year":"2005","unstructured":"Chaplin, T.M., Cole, P.M., Zahn-Waxler, C.: Parental Socialization of Emotion Expression: Gender Differences and Relations to Child Adjustment. Emotion\u00a05(1), 80\u201388 (2005)","journal-title":"Emotion"},{"key":"9_CR8","doi-asserted-by":"crossref","unstructured":"Chaumartin, F.-R.: UPAR7: a knowledge-based system for headline sentiment tagging. In: Proceedings of the 4th International Workshop on Semantic Evaluations, pp. 422\u2013425. ACL (2007)","DOI":"10.3115\/1621474.1621568"},{"key":"9_CR9","doi-asserted-by":"publisher","first-page":"96","DOI":"10.1016\/j.jrp.2007.04.006","volume":"42","author":"C.K. Chung","year":"2008","unstructured":"Chung, C.K., Pennebaker, J.W.: Revealing dimensions of thinking in open-ended self-descriptors: An automated meaning extraction method for natural language. Journal of Research in Personality\u00a042, 96\u2013132 (2008)","journal-title":"Journal of Research in Personality"},{"key":"9_CR10","doi-asserted-by":"crossref","unstructured":"Corney, M., de Vel, O., Anderson, A., Mohay, G.: Gender-Preferential Text Mining of E-mail Discourse. In: Proceedings of the ACSAC 2002, pp. 282\u2013289 (2002)","DOI":"10.1109\/CSAC.2002.1176299"},{"issue":"4","key":"9_CR11","first-page":"376","volume":"8","author":"P. Ekman","year":"1993","unstructured":"Ekman, P.: Facial Expression and Emotion. American Psychologist\u00a08(4), 376\u2013379 (1993)","journal-title":"American Psychologist"},{"key":"9_CR12","unstructured":"Elliott, C.: The affective reasoner: A process model of emotions in a multi-agent system. Ph.D. thesis, Institute for the Learning Sciences, Northwestern University (1992)"},{"key":"9_CR13","unstructured":"Nico, H.: Emotional Behavior. In: The Emotions. Studies in Emotion and Social Interaction, ch. 2. Cambridge University Press (1986)"},{"key":"9_CR14","doi-asserted-by":"crossref","unstructured":"Hall, M., Frank, E., Holmes, G., Pfahringer, B., Reutemann, P., Witten, I.H.: The WEKA Data Mining Software: An Update. SIGKDD Explorations\u00a011(1) (2009)","DOI":"10.1145\/1656274.1656278"},{"issue":"4","key":"9_CR15","doi-asserted-by":"publisher","first-page":"439","DOI":"10.1111\/j.1467-9841.2006.00287.x","volume":"10","author":"S.C. Herring","year":"2006","unstructured":"Herring, S.C., Paolillo, J.C.: Gender and genre variation in weblogs. Journal of Sociolinguistics\u00a010(4), 439\u2013459 (2006)","journal-title":"Journal of Sociolinguistics"},{"issue":"4","key":"9_CR16","doi-asserted-by":"publisher","first-page":"378","DOI":"10.1037\/1528-3542.4.4.378","volume":"4","author":"U. Hess","year":"2004","unstructured":"Hess, U., Adams Jr., R.B., Kleck, R.E.: Facial Appearance, Gender, and Emotion Expression. Emotion\u00a04(4), 378\u2013388 (2004)","journal-title":"Emotion"},{"issue":"3","key":"9_CR17","first-page":"293","volume":"7","author":"F. Heylighen","year":"2002","unstructured":"Heylighen, F., Dewaele, J.-M.: Variation in the Contextuality of Language: An Empirical Measure. Context in Context, Special issue of Foundations of Science\u00a07(3), 293\u2013340 (2002)","journal-title":"Context in Context, Special issue of Foundations of Science"},{"issue":"3","key":"9_CR18","doi-asserted-by":"publisher","first-page":"233","DOI":"10.1561\/1500000005","volume":"1","author":"P. Juola","year":"2006","unstructured":"Juola, P.: Authorship Attribution. Foundations and Trends in Information Retrieval\u00a01(3), 233\u2013334 (2006)","journal-title":"Foundations and Trends in Information Retrieval"},{"key":"9_CR19","unstructured":"Kakkonen, T., Kakkonen, G.G.: SentiProfiler: Creating Comparable Visual Profiles of Sentimental Content in Texts. In: Proceedings of the LaTeCH Workshop, Associated with the RANLP 2011 Conference, Hissar, Bulgaria (2011)"},{"key":"9_CR20","doi-asserted-by":"crossref","unstructured":"Kim, S.-M., Hovy, E.: Determining the Sentiment of Opinions. In: Proceedings of the 20th International Conference on Computational Linguistics, Article 1367 (2004)","DOI":"10.3115\/1220355.1220555"},{"issue":"4","key":"9_CR21","doi-asserted-by":"publisher","first-page":"401","DOI":"10.1093\/llc\/17.4.401","volume":"17","author":"M. Koppel","year":"2002","unstructured":"Koppel, M., Argamon, S., Shimoni, A.R.: Automatically Categorizing Written Text by Author Gender. Literary and Linguistic Computing\u00a017(4), 401\u2013412 (2002)","journal-title":"Literary and Linguistic Computing"},{"issue":"1","key":"9_CR22","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1002\/asi.20961","volume":"60","author":"M. Koppel","year":"2008","unstructured":"Koppel, M., Schler, J., Argamon, S.: Computational methods in authorship attribution. Journal of the American Society for Information Science and Technology\u00a060(1), 9\u201326 (2008)","journal-title":"Journal of the American Society for Information Science and Technology"},{"key":"9_CR23","doi-asserted-by":"crossref","unstructured":"Leach, C.W., Tiedens, L.Z.: A World of Emotions. In: Tiedens, L.Z., Leach, C.W. (eds.) The Social Life of Emotions, pp. 1\u201316. Cambridge University Press (2004)","DOI":"10.1017\/CBO9780511819568.002"},{"key":"9_CR24","unstructured":"Liu, B.: Sentiment Analysis and Subjectivity. In: Indurkhya, N., Damerau, F.J. (eds.) Handbook of Natural Language Processing, 2nd edn. (2010)"},{"key":"9_CR25","unstructured":"Liu, H., Lieberman, H., Selker, T.: Automatic Affective Feedback in an Email Browser. MIT Media Laboratory Software Agents Group Technical Report (2002), http:\/\/larifari.org\/writing\/"},{"key":"9_CR26","doi-asserted-by":"crossref","unstructured":"Liu, H., Lieberman, H., Selker, T.: A Model of Textual Affect Sensing using Real-World Knowledge. In: Proc. of the 2003 IUI, pp. 125\u2013132 (2003)","DOI":"10.1145\/604045.604067"},{"issue":"1","key":"9_CR27","doi-asserted-by":"publisher","first-page":"24","DOI":"10.1353\/bio.2003.0028","volume":"26","author":"L. McNeil","year":"2003","unstructured":"McNeil, L.: Teaching an Old Genre a New Trick: The Diary on the Internet. Biography: An Interdisciplinary Quarterly\u00a026(1), 24\u201348 (2003)","journal-title":"Biography: An Interdisciplinary Quarterly"},{"key":"9_CR28","doi-asserted-by":"crossref","unstructured":"Melville, P., Wojciech, G., Lawrence, R.D.: Sentiment analysis of blogs by combining lexical knowledge with text classification. In: Proceedings of the 15th ACM SIGKDD. ACM (2009)","DOI":"10.1145\/1557019.1557156"},{"issue":"11","key":"9_CR29","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1145\/219717.219748","volume":"38","author":"G.A. Miller","year":"1995","unstructured":"Miller, G.A.: WordNet: A Lexical Database for English. Communications of the ACM\u00a038(11), 39\u201341 (1995)","journal-title":"Communications of the ACM"},{"key":"9_CR30","unstructured":"Mohammad, S.M.: Portable Features for Classifying Emotional Text. In: Proceedings of the 2012 NAACL HLT, pp. 587\u2013591 (2012)"},{"key":"9_CR31","unstructured":"Mohammad, S.M., Turney, P.D.: Emotions Evoked by Common Words and Phrases: Using Mechanical Turk to Create an Emotion Lexicon. In: Proceedings of the NAACL HLT 2010 Workshop on Computational Approaches to Analysis and Generation of Emotion in Text, pp. 26\u201334 (2010)"},{"key":"9_CR32","first-page":"70","volume-title":"Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis","author":"S.M. Mohamad","year":"2011","unstructured":"Mohamad, S.M., Yang, T.(W.): Tracking Sentiment in mail: how genders differ on emotional axes. In: Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis, pp. 70\u201379. ACL, USA (2011)"},{"key":"9_CR33","first-page":"207","volume-title":"Proceedings of the 2010 EMNLP","author":"A. Mukherjee","year":"2010","unstructured":"Mukherjee, A., Liu, B.: Improving gender classification of blog authors. In: Proceedings of the 2010 EMNLP, pp. 207\u2013217. ACL, USA (2010)"},{"issue":"3","key":"9_CR34","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1016\/0271-5309(94)90007-8","volume":"14","author":"A. Mulac","year":"1994","unstructured":"Mulac, A., Lundell, T.L.: Effect of Gender-Linked Language Differences in Adult\u2019s Written Discourse: Multivariate Tests of Language Effects. Language and Communication\u00a014(3), 299\u2013309 (1994)","journal-title":"Language and Communication"},{"key":"9_CR35","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1080\/01638530802073712","volume":"45","author":"M.L. Newman","year":"2008","unstructured":"Newman, M.L., Groom, C.J., Handelman, L.D., Pennebaker, J.W.: Gender Differences in Language Use: An Analysis of 14,000 Text Samples. Discourse Processes\u00a045, 211\u2013236 (2008)","journal-title":"Discourse Processes"},{"key":"9_CR36","unstructured":"Nowson, S., Oberlander, J., Gill, A.J.: Weblogs, Genres and Individual Differences. In: Proceedings of The 27th Annual Conference of the Cognitive Science Society, pp. 1666\u20131671 (2005)"},{"issue":"7","key":"9_CR37","doi-asserted-by":"publisher","first-page":"913","DOI":"10.1080\/02699930341000356","volume":"18","author":"R. O\u2019Kearney","year":"2004","unstructured":"O\u2019Kearney, R., Dadds, M.: Developmental and gender differences in the language for emotions across the adolescent years. Cognition and Emotion\u00a018(7), 913\u2013938 (2004)","journal-title":"Cognition and Emotion"},{"key":"9_CR38","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1207\/s15516709cog1103_4","volume":"11","author":"A. Ortony","year":"1987","unstructured":"Ortony, A., Clore, G.L., Foss, M.A.: The Referential Structure of the Affective Lexicon. Cognitive Science\u00a011, 341\u2013364 (1987)","journal-title":"Cognitive Science"},{"key":"9_CR39","doi-asserted-by":"crossref","unstructured":"Ortony, A., Clore, G.L., Collins, A.: The Structure of the Theory. In: The Cognitive Structure of Emotions, ch. 2, pp. 15\u201333. Cambridge University P. (1994)","DOI":"10.1017\/CBO9780511571299.003"},{"key":"9_CR40","doi-asserted-by":"publisher","first-page":"850","DOI":"10.1016\/j.paid.2011.07.017","volume":"51","author":"D. Picard","year":"2011","unstructured":"Picard, D., Boulhais, M.: Sex differences in expressive drawing. Journal of Personality and Individual Differences\u00a051, 850\u2013855 (2011)","journal-title":"Journal of Personality and Individual Differences"},{"key":"9_CR41","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1111\/j.1471-6402.2000.tb01024.x","volume":"24","author":"E. Ashby Plant","year":"2000","unstructured":"Ashby Plant, E., Hyde, J.S., Keltner, D., Devine, P.G.: The Gender Stereotyping of Emotions. Psychology of Women Quarterly\u00a024, 81\u201392 (2000), doi:10.1111\/j.1471-6402.2000.tb01024.x","journal-title":"Psychology of Women Quarterly"},{"issue":"4","key":"9_CR42","doi-asserted-by":"publisher","first-page":"344","DOI":"10.1511\/2001.4.344","volume":"89","author":"R. Plutchik","year":"2001","unstructured":"Plutchik, R.: The Nature of Emotions. American Scientist\u00a089(4), 344\u2013350 (2001)","journal-title":"American Scientist"},{"key":"9_CR43","unstructured":"Rangel, F., Rosso, P., Koppel, M., Stamatatos, E., Inches, G.: Overview of the Author Profiling Task at PAN 2013. In: Forner, P., Navigli, R., Tufis, D. (eds.) Notebook Papers of CLEF 2013 LABs and Workshops, CLEF (2013)"},{"key":"9_CR44","first-page":"26","volume-title":"Emotions in Social Psychology: Key Readings","author":"P. Shaver","year":"2001","unstructured":"Shaver, P., Schwartz, J., Kirson, D., O\u2019Connor, C.: Emotion Knowledge: Further Exploration of a Prototype Approach. In: Parrot, G.W. (ed.) Emotions in Social Psychology: Key Readings, pp. 26\u201356. Taylor & Francis, USA (2001)"},{"key":"9_CR45","volume-title":"The General Inquirer: A Computer Approach to Content Analysis","author":"P.J. Stone","year":"1966","unstructured":"Stone, P.J., Dunphy, D.C., Smith, M.S., Ogilvie, D.M.: The General Inquirer: A Computer Approach to Content Analysis. The MIT Press, Cambridge (1966)"},{"key":"9_CR46","doi-asserted-by":"crossref","unstructured":"Strapparava, C., Mihalcea, R.: Semeval-2007 task 14: Affective text. In: Proceedings of SemEval 2007, Prague, pp. 70\u201374 (2007)","DOI":"10.3115\/1621474.1621487"},{"key":"9_CR47","unstructured":"Strapparava, C., Valitutti, A.: WordNet-Affect: an Affective Extension of WordNet. In: Proc. of the 4th LRE, pp. 1083\u20131086 (2004)"},{"key":"9_CR48","doi-asserted-by":"crossref","unstructured":"Strapparava, C., Mihalcea, R.: Learning to Identify Emotions in Text. In: Proc. of the ACM SAC 2008, pp. 1556\u20131560 (2008)","DOI":"10.1145\/1363686.1364052"},{"issue":"12","key":"9_CR49","doi-asserted-by":"publisher","first-page":"2544","DOI":"10.1002\/asi.21416","volume":"61","author":"M. Thelwall","year":"2010","unstructured":"Thelwall, M., Bucley, K., Paltoglou, G., Cai, D.: Sentiment Strength Detection in Short Informal Text. Journal of The American Society for Information Science And Technology\u00a061(12), 2544\u20132558 (2010)","journal-title":"Journal of The American Society for Information Science And Technology"},{"issue":"1","key":"9_CR50","doi-asserted-by":"publisher","first-page":"190","DOI":"10.1002\/asi.21180","volume":"61","author":"M. Thelwall","year":"2010","unstructured":"Thelwall, M., Wilkinson, D., Uppal, S.: Data mining emotion in social network communication: Gender differences in MySpace. Journal of the American Society for Information Science and Technology\u00a061(1), 190\u2013199 (2010)","journal-title":"Journal of the American Society for Information Science and Technology"},{"issue":"2","key":"9_CR51","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1348\/014466601164812","volume":"40","author":"R. Thompson","year":"2001","unstructured":"Thompson, R., Murachver, T.: Predicting gender from electronic discourse. British Journal of Social Psychology\u00a040(2), 193\u2013208 (2001)","journal-title":"British Journal of Social Psychology"},{"issue":"1","key":"9_CR52","first-page":"61","volume":"2","author":"A. Valitutti","year":"2004","unstructured":"Valitutti, A., Strapparava, C., Stock, O.: Developing Affective Lexical Resources. PsychNology\u00a02(1), 61\u201383 (2004)","journal-title":"PsychNology"},{"issue":"4","key":"9_CR53","doi-asserted-by":"publisher","first-page":"668","DOI":"10.1109\/TSMCA.2010.2093886","volume":"41","author":"Y. Zhang","year":"2001","unstructured":"Zhang, Y., Dang, Y., Chen, H.: Gender Classification for Web Forums. IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans\u00a041(4), 668\u2013677 (2001)","journal-title":"IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans"}],"container-title":["Lecture Notes in Computer Science","Computational Linguistics and Intelligent Text Processing"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-54903-8_9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,2]],"date-time":"2025-05-02T12:31:16Z","timestamp":1746189076000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-54903-8_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783642549021","9783642549038"],"references-count":53,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-54903-8_9","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}