{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,6]],"date-time":"2025-08-06T13:09:45Z","timestamp":1754485785306,"version":"3.40.3"},"publisher-location":"Cham","reference-count":74,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030750176"},{"type":"electronic","value":"9783030750183"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"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":[[2021]]},"DOI":"10.1007\/978-3-030-75018-3_2","type":"book-chapter","created":{"date-parts":[[2021,5,7]],"date-time":"2021-05-07T10:06:41Z","timestamp":1620382001000},"page":"20-37","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["A Framework for Comparative Analysis of Intention Mining Approaches"],"prefix":"10.1007","author":[{"given":"R\u00e9becca","family":"D\u00e9neck\u00e8re","sequence":"first","affiliation":[]},{"given":"Elena","family":"Kornyshova","sequence":"additional","affiliation":[]},{"given":"Charlotte","family":"Hug","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,5,8]]},"reference":[{"key":"2_CR1","unstructured":"Merriam-Webster: Definition of Intention. http:\/\/www.merriam-webster.com\/dictionary\/intention. Accessed 10 Nov 2020"},{"key":"2_CR2","volume-title":"Intention, Plans, and Practical Reason","author":"M Bratman","year":"1987","unstructured":"Bratman, M.: Intention, Plans, and Practical Reason. Harvard University Press, Cambridge (1987)"},{"key":"2_CR3","doi-asserted-by":"crossref","unstructured":"Hu, J., Wang, G., Lochovsky, F., Sun, J., Chen, Z.: Understanding user\u2019s query intent with Wikipedia. In: Proceedings of the 18th international conference on World Wide Web, pp. 471\u2013480. Association for Computing Machinery, New York, NY, USA (2009)","DOI":"10.1145\/1526709.1526773"},{"key":"2_CR4","doi-asserted-by":"publisher","first-page":"1342","DOI":"10.1109\/TPAMI.2011.242","volume":"34","author":"X Tang","year":"2012","unstructured":"Tang, X., Liu, K., Cui, J., Wen, F., Wang, X.: IntentSearch: capturing user intention for one-click internet image search. IEEE Trans. Pattern Anal. Mach. Intell. 34, 1342\u20131353 (2012)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"2_CR5","doi-asserted-by":"publisher","first-page":"66","DOI":"10.1109\/TMM.2006.886357","volume":"9","author":"T Mei","year":"2007","unstructured":"Mei, T., Hua, X.-S., Zhou, H.-Q., Li, S.: Modeling and mining of users\u2019 capture intention for home videos. IEEE Trans. Multimed. 9, 66\u201377 (2007)","journal-title":"IEEE Trans. Multimed."},{"key":"2_CR6","doi-asserted-by":"crossref","unstructured":"Khodabandelou, G., Hug, C., Deneck\u00e8re, R., Salinesi, C.: Supervised intentional process models discovery using hidden Markov models. In: IEEE 7th International Conference on Research Challenges in Information Science (RCIS), pp. 1\u201311 (2013)","DOI":"10.1109\/RCIS.2013.6577711"},{"key":"2_CR7","doi-asserted-by":"crossref","unstructured":"Moshfeghi, Y., Joemon, J.: On cognition, emotion, and interaction aspects of search tasks with different search intentions. In: Proceedings of the 22nd International Conference on World Wide Web, WWW 2013, May, 2013, Rio de Janeiro, Brazil, pp. 931\u2013942. ACM (2009)","DOI":"10.1145\/2488388.2488469"},{"key":"2_CR8","doi-asserted-by":"crossref","unstructured":"Dai, H., Zhao, L., Nie, Z., Wen, J.-R., Wang, L., Li, Y.: Detecting online commercial intention (OCI). In: Proceedings of the 15th international conference on World Wide Web, WWW 2006, Edinburgh, Scotland, UK, 23\u201326 May 2006, pp. 829\u2013837. ACM (2006)","DOI":"10.1145\/1135777.1135902"},{"issue":"2","key":"2_CR9","first-page":"122","volume":"9","author":"M Jarke","year":"1990","unstructured":"Jarke, M., Mylopoulos, J., Schmidt, J.M., Vassilou, Y.: DAIDA: conceptual modeling and knowledge based support of information systems development process. Techn. Sci. Inf. 9(2), 122\u2013133 (1990)","journal-title":"Techn. Sci. Inf."},{"key":"2_CR10","unstructured":"Rolland, C.: A comprehensive view of process engineering. In: 10th Conference on Advanced Information Systems Engineering, Pisa, Italy (1998)"},{"key":"2_CR11","doi-asserted-by":"crossref","unstructured":"Kornyshova, E., Salinesi, C.: MCDM Techniques selection approaches: state of the art. In: IEEE Symposium on Computational Intelligence in Multicriteria Decision Making, USA (2007)","DOI":"10.1109\/MCDM.2007.369412"},{"key":"2_CR12","unstructured":"Deneckere, R., Iacovelli, A., Kornyshova, E., Souveyet, C.: From method fragments to method services. In: Exploring Modeling Methods for Systems Analysis and Design (EMMSAD 2008), pp. 80\u201396, Montpellier, France (2008)"},{"key":"2_CR13","unstructured":"Azin, A., Clarke, C., Agichtein, E., Guo, Q.: Estimating ad click through rate through query intent analysis. In: IEEE\/WIC\/ACM International Conference on Web Intelligence (2009)"},{"key":"2_CR14","doi-asserted-by":"publisher","first-page":"572","DOI":"10.1007\/s10791-011-9167-7","volume":"14","author":"O Chapelle","year":"2011","unstructured":"Chapelle, O., Ji, S., Liao, C., Velipasaoglu, E., Lai, L., Wu, S.-L.: Intent-based diversification of web search results: metrics and algorithms. Inf. Retrieval 14, 572\u2013592 (2011)","journal-title":"Inf. Retrieval"},{"key":"2_CR15","unstructured":"Xiao L., Gunawardana, A., Acero, A.: Unsupervised semantic intent discovery from call log acoustics. In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2005), 2005, pp. I\/45-I\/48, vol. 1 (2005)"},{"key":"2_CR16","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1023\/A:1013215010749","volume":"12","author":"C Breazeal","year":"2002","unstructured":"Breazeal, C., Aryananda, L.: Recognition of affective communicative intent in robot-directed speech. Auton. Robots. 12, 83\u2013104 (2002)","journal-title":"Auton. Robots."},{"key":"2_CR17","doi-asserted-by":"crossref","unstructured":"Xia, C., Zhang, C., Yan, X., Chang, Y., Yu, P.S.: Zero-shot user intent detection via capsule neural networks. In: EMNLP 2018 (2018)","DOI":"10.18653\/v1\/D18-1348"},{"key":"2_CR18","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1016\/j.ipm.2011.03.010","volume":"48","author":"M Strohmaier","year":"2012","unstructured":"Strohmaier, M., Kr\u00f6ll, M.: Acquiring knowledge about human goals from search query logs. Inf. Process. Manag. 48, 63\u201382 (2012)","journal-title":"Inf. Process. Manag."},{"key":"2_CR19","unstructured":"Chen, Z., Lin, F., Liu, Y., Ma, W.-Y., Wenyin, L.: User intention modeling in web applications using data mining. In: Conference World Wide Web (2002)"},{"key":"2_CR20","doi-asserted-by":"crossref","unstructured":"Broder, A.: A taxonomy of web search. In: ACM Sigir Forum, pp. 3\u201310. ACM (2002)","DOI":"10.1145\/792550.792552"},{"key":"2_CR21","doi-asserted-by":"crossref","unstructured":"Baeza-Yates, R., Calder\u00f3n-Benavides, L., Gonz\u00e1lez-Caro, C.: The intention behind web queries. In: String Processing and Information Retrieval, pp. 98\u2013109 (2006)","DOI":"10.1007\/11880561_9"},{"key":"2_CR22","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1023\/A:1012225223418","volume":"25","author":"AS Chulef","year":"2001","unstructured":"Chulef, A.S., Read, S.J., Walsh, D.A.: A Hierarchical Taxonomy of Human Goals. Motivation and Emotion. 25, 191\u2013232 (2001)","journal-title":"Motivation and Emotion."},{"key":"2_CR23","doi-asserted-by":"crossref","unstructured":"Chen, L., Zhang, D., Mark, L.: Understanding user intent in community question answering. Proceedings of the 21st international conference companion on World Wide Web. pp. 823\u2013828. ACM (2012)","DOI":"10.1145\/2187980.2188206"},{"key":"2_CR24","doi-asserted-by":"crossref","unstructured":"Guo, Q., Agichtein, E.: Ready to buy or just browsing?: Detecting web searcher goals from interaction data. In: 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval \u2013 SIGIR 2010, p. 130. ACM Press, Geneva, Switzerland (2010)","DOI":"10.1145\/1835449.1835473"},{"key":"2_CR25","doi-asserted-by":"crossref","unstructured":"Yi, X., Raghavan, H., Leggetter, C.: Discovering users\u2019 specific geo intention in web search. In: Proceedings of the 18th International Conference on World Wide Web, pp. 481\u2013490. ACM, New York, NY, USA (2009)","DOI":"10.1145\/1526709.1526774"},{"key":"2_CR26","unstructured":"Shen, A.X., Lee, M.K., Cheung, C.M., Chen, H.: An investigation into contribution I-Intention and We-Intention in open web-based encyclopedia: Roles of joint commitment and mutual agreement. In: ICIS 2009 Proceedings, vol. 7 (2009)"},{"key":"2_CR27","doi-asserted-by":"publisher","first-page":"327","DOI":"10.1007\/s11098-005-7781-1","volume":"125","author":"R Tuomela","year":"2005","unstructured":"Tuomela, R.: We-intentions revisited. Philos. Stud. 125, 327\u2013369 (2005)","journal-title":"Philos. Stud."},{"key":"2_CR28","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/0167-6423(93)90021-G","volume":"20","author":"A Dardenne","year":"1993","unstructured":"Dardenne, A., van Lamsweerde, A., Fickas, S.: Goal-directed requirements acquisition. Sci. Comput. Program. 20, 3\u201350 (1993)","journal-title":"Sci. Comput. Program."},{"key":"2_CR29","unstructured":"Yu, E.S.-K.: Modelling strategic relationships for process reengineering (1996)"},{"key":"2_CR30","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1007\/s007660050018","volume":"4","author":"C Rolland","year":"1999","unstructured":"Rolland, C., Prakash, N., Benjamen, A.: A multi-model view of process modelling. Requirements Eng. 4, 169\u2013187 (1999)","journal-title":"Requirements Eng."},{"key":"2_CR31","unstructured":"Hashemi, R., Bahrami, A., LaPlant, J., Thurber, K.: Discovery of intent through the analysis of visited sites. In: 2008 International Conference on Information & Knowledge Engineering, pp. 417\u2013422. CSREA Press, Las Vegas, Nevada (2008)"},{"key":"2_CR32","unstructured":"Prat, N.: Goal formalisation and classification for requirements engineering. In: Proceedings the 3rd International Workshop on Requirements Engineering (1997)"},{"key":"2_CR33","volume-title":"Schemata: The Building Blocks of Cognition","author":"DE Rumelhart","year":"1980","unstructured":"Rumelhart, D.E.: Schemata: The Building Blocks of Cognition. Lawrence Erlbaum, Hillsdale (1980)"},{"key":"2_CR34","doi-asserted-by":"crossref","unstructured":"Park, K., Lee, T., Jung, S., Lim, H., Nam, S.: Extracting search intentions from web search logs. In: 2010 2nd International Conference on Information Technology Convergence and Services (ITCS), pp. 1\u20136 (2010)","DOI":"10.1109\/ITCS.2010.5581286"},{"key":"2_CR35","unstructured":"Kaabi, R.S., Souveyet, C.: Capturing intentional services with business process maps. In: Proceedings of the 1st International conference in Research Challenges in Information Science (2007)"},{"key":"2_CR36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-19345-3","volume-title":"Process Mining","author":"W van der Aalst","year":"2011","unstructured":"van der Aalst, W.: Process Mining. Springer, Berlin, Heidelberg (2011)"},{"key":"2_CR37","doi-asserted-by":"crossref","unstructured":"Hanjalic, A., Kofler, C., Larson, M.: Intent and its discontents: the user at the wheel of the online video search engine. In: 20th ACM international conference on Multimedia, pp. 1239\u20131248. Association for Computing Machinery, New York, NY, USA (2012)","DOI":"10.1145\/2393347.2396424"},{"key":"2_CR38","series-title":"Communications in Computer and Information Science","doi-asserted-by":"publisher","first-page":"336","DOI":"10.1007\/978-3-642-34135-9_34","volume-title":"Recent Trends in Computer Networks and Distributed Systems Security","author":"A Jantan","year":"2012","unstructured":"Jantan, A., Rasmi, Mhd, Ibrahim, Mhd.I., Rahman, A.H.A.: A similarity model to estimate attack strategy based on intentions analysis for network forensics. In: Thampi, S.M., Zomaya, A.Y., Strufe, T., Alcaraz Calero, J.M., Thomas, T. (eds.) SNDS 2012. CCIS, vol. 335, pp. 336\u2013346. Springer, Heidelberg (2012). https:\/\/doi.org\/10.1007\/978-3-642-34135-9_34"},{"key":"2_CR39","doi-asserted-by":"crossref","unstructured":"Rasmi, M., Jantan, A.: Attack Intention Analysis Model for Network Forensics. In: Software Engineering and Computer Systems. pp. 403\u2013411. Springer Berlin Heidelberg (2011)","DOI":"10.1007\/978-3-642-22191-0_35"},{"key":"2_CR40","doi-asserted-by":"crossref","unstructured":"Shirley, J., Evans, D.: The user is not the enemy: fighting malware by tracking user intentions. In: Proceedings of the 2008 workshop on New Security Paradigms, pp. 33\u201345. ACM (2009)","DOI":"10.1145\/1595676.1595683"},{"key":"2_CR41","doi-asserted-by":"publisher","first-page":"S12","DOI":"10.1186\/1471-2105-10-S10-S12","volume":"10","author":"K Sutherland","year":"2009","unstructured":"Sutherland, K., McLeod, K., Ferguson, G., Burger, A.: Knowledge-driven enhancements for task composition in bioinformatics. BMC Bioinf. 10, S12 (2009)","journal-title":"BMC Bioinf."},{"key":"2_CR42","doi-asserted-by":"crossref","unstructured":"Shanechi, M.M., Wornell, G.W., Williams, Z., Brown, E.N.: A parallel point-process filter for estimation of goal-directed movements from neural signals. In: 2010 IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), pp. 521\u2013524. IEEE (2010)","DOI":"10.1109\/ICASSP.2010.5495644"},{"key":"2_CR43","series-title":"Lecture Notes in Business Information Processing","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1007\/978-3-642-38484-4_5","volume-title":"Enterprise, Business-Process and Information Systems Modeling","author":"N Outmazgin","year":"2013","unstructured":"Outmazgin, N., Soffer, P.: Business process workarounds: what can and cannot be detected by process mining. In: Nurcan, S., Proper, H.A., Soffer, P., Krogstie, J., Schmidt, R., Halpin, T., Bider, I. (eds.) BPMDS\/EMMSAD -2013. LNBIP, vol. 147, pp. 48\u201362. Springer, Heidelberg (2013). https:\/\/doi.org\/10.1007\/978-3-642-38484-4_5"},{"key":"2_CR44","doi-asserted-by":"crossref","unstructured":"Epure, E.V., Hug, C., Deneckere, R., Brinkkemper, S., others: What shall I do next? Intention mining for flexible process enactment. In: Proceedings of 26th International Conference on Advanced Information Systems Engineering (CAiSE), pp. 473\u2013487 (2014)","DOI":"10.1007\/978-3-319-07881-6_32"},{"key":"2_CR45","doi-asserted-by":"publisher","first-page":"439","DOI":"10.1007\/978-3-642-34898-3_40","volume-title":"Ambient Intelligence","author":"F Kr\u00fcger","year":"2012","unstructured":"Kr\u00fcger, F., Yordanova, K., Kirste, T.: Tool support for probabilistic intention recognition using plan synthesis. In: Patern\u00f2, F., de Ruyter, B., Markopoulos, P., Santoro, C., van Loenen, E., Luyten, K. (eds.) Ambient Intelligence, pp. 439\u2013444. Springer, Berlin Heidelberg (2012)"},{"key":"2_CR46","unstructured":"Niekum, S., Barto, A.G.: Clustering via Dirichlet process mixture models for portable skill discovery. In: Advances in Neural Information Processing Systems. Weinberger (2011)"},{"key":"2_CR47","doi-asserted-by":"publisher","first-page":"22","DOI":"10.4018\/ijismd.2014100102","volume":"5","author":"R Deneck\u00e8re","year":"2014","unstructured":"Deneck\u00e8re, R., Hug, C., Khodabandelou, G., Salinesi, C.: Intentional process mining: discovering and modeling the goals behind processes using supervised learning. Int. J. Inf. Syst. Model. Design 5, 22\u201347 (2014)","journal-title":"Int. J. Inf. Syst. Model. Design"},{"key":"2_CR48","doi-asserted-by":"crossref","unstructured":"Aarno, D., Kragic, D.: Layered HMM for motion intention recognition. In: 2006 IEEE\/RSJ International Conference on Intelligent Robots and Systems, IROS 2006, 9\u201315 October 2006, Beijing, China, pp. 5130\u20135135 (2006)","DOI":"10.1109\/IROS.2006.282606"},{"key":"2_CR49","doi-asserted-by":"crossref","unstructured":"Bascetta, L., et al.: Towards safe human-robot interaction in robotic cells: an approach based on visual tracking and intention estimation. In: 2011 IEEE\/RSJ International Conference on Intelligent Robots and Systems, IROS 2011, San Francisco, CA, USA, September, 2011, pp. 2971\u20132978. IEEE (2011)","DOI":"10.1109\/IROS.2011.6048287"},{"key":"2_CR50","volume-title":"Foundations of Machine Learning","author":"M Mohri","year":"2012","unstructured":"Mohri, M., Rostamizadeh, A., Talwalkar, A.: Foundations of Machine Learning. The MIT Press, Cambridge (2012)"},{"key":"2_CR51","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"1171","DOI":"10.1007\/11892960_141","volume-title":"Knowledge-Based Intelligent Information and Engineering Systems","author":"J Laflaqui\u00e8re","year":"2006","unstructured":"Laflaqui\u00e8re, J., Settouti, L.S., Pri\u00e9, Y., Mille, A.: Trace-based framework for experience management and engineering. In: Gabrys, B., Howlett, R.J., Jain, L.C. (eds.) KES 2006. LNCS (LNAI), vol. 4251, pp. 1171\u20131178. Springer, Heidelberg (2006). https:\/\/doi.org\/10.1007\/11892960_141"},{"key":"2_CR52","doi-asserted-by":"crossref","unstructured":"Clauzel, D., Sehaba, K., Prie, Y.: Modelling and visualising traces for reflexivity in synchronous collaborative systems. In: International Conference on Intelligent Networking and Collaborative Systems, 2009. INCOS 2009, pp. 16\u201323 (2009)","DOI":"10.1109\/INCOS.2009.55"},{"key":"2_CR53","volume-title":"Introduction to Probability and Statistics: Principles and Applications for Engineering and the Computing Sciences","author":"JS Milton","year":"2002","unstructured":"Milton, J.S., Arnold, J.C.: Introduction to Probability and Statistics: Principles and Applications for Engineering and the Computing Sciences. McGraw-Hill Inc., New York (2002)"},{"key":"2_CR54","doi-asserted-by":"crossref","unstructured":"Sadikov, E., Madhavan, J., Wang, L., Halevy, A.Y.: Clustering query refinements by user intent. In Proceedings of the 19th International Conference on World Wide Web, WWW 2010, Raleigh, North Carolina, USA, 26\u201330 April 2010, pp. 841\u2013850. ACM (2010)","DOI":"10.1145\/1772690.1772776"},{"key":"2_CR55","doi-asserted-by":"crossref","unstructured":"Shen, Y., Yan, J., Yan, S., Ji, L., Liu, N., Chen, Z.: Sparse hidden-dynamics conditional random fields for user intent understanding. In Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad, India, March 28\u2013April 1, 2011, pp. 7\u201316. ACM (2011)","DOI":"10.1145\/1963405.1963411"},{"key":"2_CR56","doi-asserted-by":"crossref","unstructured":"Liu, N., Yan, J., Fan, W., Yang, Q., Chen, Z.: Identifying vertical search intention of query through social tagging propagation. In: 18th International Conference on World Wide Web, WWW 2009, Madrid, Spain, 20\u201324 April 2009, pp. 1209\u20131210. ACM (2009)","DOI":"10.1145\/1526709.1526932"},{"key":"2_CR57","unstructured":"Xi, X., Wang, Y.-Y., Acero, A.: Learning query intent from regularized click graphs. In: SIGIR Conference on Research and Development in Information Retrieval (2008)"},{"key":"2_CR58","unstructured":"Zhu, C., Cheng, Q., Sheng, W.: Human intention recognition in smart assisted living systems using a hierarchical hidden Markov model. In: IEEE International Conference on Automation Science and Engineering, CASE 2008, pp. 253\u2013258. IEEE (2008)"},{"key":"2_CR59","doi-asserted-by":"crossref","unstructured":"Yamamoto, T., Sakai, T., Iwata, M., Yu, C., Wen, J.-R., Tanaka, K.: The wisdom of advertisers: mining subgoals via query clustering. In: Proceedings of the 21st ACM International Conference on Information and Knowledge Management, pp. 505\u2013514. ACM (2012)","DOI":"10.1145\/2396761.2396827"},{"key":"2_CR60","doi-asserted-by":"crossref","unstructured":"Agrawal, R., Gollapudi, S., Halverson, A., Ieong, S.: Diversifying search results. In: Proceedings of the Second ACM International Conference on Web Search and Data Mining, pp. 5\u201314. ACM, New York, NY, USA (2009)","DOI":"10.1145\/1498759.1498766"},{"key":"2_CR61","doi-asserted-by":"crossref","unstructured":"Cheung, J.C.K., Li, X.: Sequence clustering and labeling for unsupervised query intent discovery. In: Proceedings of the Fifth ACM International Conference on Web Search and Data Mining, pp. 383\u2013392 (2012)","DOI":"10.1145\/2124295.2124342"},{"key":"2_CR62","unstructured":"Ciesielski V., Lalani A.: Data mining of web access logs from an academic web site. In: Design and Application of Hybrid Intelligent Systems, pp. 1034\u20131043. IOS Press, Amsterdam, The Netherlands (2003)"},{"key":"2_CR63","doi-asserted-by":"crossref","unstructured":"Hakkani-T\u00fcr, D., Celikyilmaz, A., Heck, L., Tur, G.: A weakly-supervised approach for discovering new user intents from search query logs (2013)","DOI":"10.21437\/Interspeech.2013-598"},{"key":"2_CR64","doi-asserted-by":"publisher","first-page":"1251","DOI":"10.1016\/j.ipm.2007.07.015","volume":"44","author":"BJ Jansen","year":"2008","unstructured":"Jansen, B.J., Booth, D.L., Spink, A.: Determining the informational, navigational, and transactional intent of Web queries. Inf. Process. Manag. 44, 1251\u20131266 (2008)","journal-title":"Inf. Process. Manag."},{"key":"2_CR65","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1109\/ICRE.2002.1048502","volume":"2002","author":"AI Anton","year":"2002","unstructured":"Anton, A.I., Earp, J.B., Reese, A.: Analyzing website privacy requirements using a privacy goal taxonomy. IEEE Joint Int. Conf. Requir. Eng. 2002, 23\u201331 (2002)","journal-title":"IEEE Joint Int. Conf. Requir. Eng."},{"key":"2_CR66","doi-asserted-by":"crossref","unstructured":"Krenge, J., Petrushyna, Z., Kravcik, M., Klamma, R.: Identification of learning goals in forum-based communities. In: 11th IEEE International Conference on Advanced Learning Technologies (ICALT), pp. 307\u2013309. IEEE (2011)","DOI":"10.1109\/ICALT.2011.95"},{"key":"2_CR67","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1093\/ijl\/3.4.235","volume":"3","author":"GA Miller","year":"1990","unstructured":"Miller, G.A., Beckwith, R., Fellbaum, C., Gross, D., Miller, K.J.: Introduction to wordnet: an on-line lexical database*. Int. J. Lexicogr. 3, 235\u2013244 (1990)","journal-title":"Int. J. Lexicogr."},{"key":"2_CR68","unstructured":"DMOZ. http:\/\/www.dmoz.org\/. Accessed Nov 2020"},{"key":"2_CR69","unstructured":"Shen, Y., Li, Y., Xu, Y., Iannella, R., Algarni, A.: An ontology-based mining approach for user search intent discovery, 9 (2011)"},{"key":"2_CR70","doi-asserted-by":"publisher","first-page":"368","DOI":"10.1007\/978-3-642-24583-1_36","volume-title":"String Processing and Information Retrieval","author":"C Gonz\u00e1lez-Caro","year":"2011","unstructured":"Gonz\u00e1lez-Caro, C., Baeza-Yates, R.: A multi-faceted approach to query intent classification. In: Grossi, R., Sebastiani, F., Silvestri, F. (eds.) String Processing and Information Retrieval, pp. 368\u2013379. Springer, Heidelberg (2011)"},{"key":"2_CR71","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1016\/j.ipm.2009.09.003","volume":"46","author":"MR Herrera","year":"2010","unstructured":"Herrera, M.R., de Moura, E.S., Cristo, M., Silva, T.P., da Silva, A.S.: Exploring features for the automatic identification of user goals in web search. Inf. Process. Manag. 46, 131\u2013142 (2010)","journal-title":"Inf. Process. Manag."},{"key":"2_CR72","doi-asserted-by":"publisher","first-page":"27:1","DOI":"10.1145\/1961189.1961199","volume":"2","author":"C-C Chang","year":"2011","unstructured":"Chang, C.-C., Lin, C.-J.: LIBSVM: a library for support vector machines. ACM Trans. Intell. Syst. Technol. 2, 27:1\u201327:27 (2011)","journal-title":"ACM Trans. Intell. Syst. Technol."},{"key":"2_CR73","unstructured":"Fluxicon. http:\/\/www.fluxicon.com\/disco\/. Accessed Nov 2020"},{"key":"2_CR74","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1023\/B:BTTJ.0000047600.45421.6d","volume":"22","author":"H Liu","year":"2004","unstructured":"Liu, H., Singh, P.: ConceptNet & Mdash: a practical commonsense reasoning tool-kit. BT Technol. J. 22, 211\u2013226 (2004)","journal-title":"BT Technol. J."}],"container-title":["Lecture Notes in Business Information Processing","Research Challenges in Information Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-75018-3_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,26]],"date-time":"2022-12-26T16:03:04Z","timestamp":1672070584000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-75018-3_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030750176","9783030750183"],"references-count":74,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-75018-3_2","relation":{},"ISSN":["1865-1348","1865-1356"],"issn-type":[{"type":"print","value":"1865-1348"},{"type":"electronic","value":"1865-1356"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"8 May 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"RCIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Research Challenges in Information Science","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Limassol","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Cyprus","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 May 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 May 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"rcis2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.rcis-conf.com\/rcis2021\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"99","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"29","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"23","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"29% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"5","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"The conference was held online due to the COVID-19 pandemic","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}