{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,26]],"date-time":"2025-10-26T14:51:59Z","timestamp":1761490319688,"version":"3.40.3"},"publisher-location":"Cham","reference-count":29,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319610290"},{"type":"electronic","value":"9783319610306"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-61030-6_1","type":"book-chapter","created":{"date-parts":[[2017,6,20]],"date-time":"2017-06-20T10:34:55Z","timestamp":1497954895000},"page":"3-15","source":"Crossref","is-referenced-by-count":5,"title":["Encouraging Curiosity in Case-Based Reasoning and Recommender Systems"],"prefix":"10.1007","author":[{"given":"Mary Lou","family":"Maher","sequence":"first","affiliation":[]},{"given":"Kazjon","family":"Grace","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,6,21]]},"reference":[{"key":"1_CR1","volume-title":"The Reflective Practitioner: How Professionals Think in Action","author":"DA Sch\u00f6n","year":"1983","unstructured":"Sch\u00f6n, D.A.: The Reflective Practitioner: How Professionals Think in Action, vol. 5126. Basic books, New York (1983)"},{"key":"1_CR2","unstructured":"Suwa, M., Gero, J.S., Purcell, T.: Unexpected discoveries and s-inventions of design requirements: a key to creative designs. In: Computational Models of Creative Design, Key Centre of Design Computing and Cognition, pp. 297\u2013320. University of Sydney, Australia (1999)"},{"key":"1_CR3","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1126\/science.153.3731.25","volume":"153","author":"DE Berlyne","year":"1966","unstructured":"Berlyne, D.E.: Exploration and curiosity. Science 153, 25\u201333 (1966)","journal-title":"Science"},{"key":"1_CR4","unstructured":"Saunders, R., Gero, J.S.: Artificial creativity: a synthetic approach to the study of creative behaviour. In: Computational and Cognitive Models of Creative Design V, University of Sydney, pp. 113\u2013139 (2001)"},{"issue":"1","key":"1_CR5","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1177\/1059712308100236","volume":"17","author":"K Merrick","year":"2009","unstructured":"Merrick, K., Maher, M.L.: Motivated learning from interesting events: adaptive, multitask learning agents for complex environments. Adapt. Behav. 17(1), 7\u201327 (2009)","journal-title":"Adapt. Behav."},{"key":"1_CR6","unstructured":"Grace, K., Maher, M.L.: Specific curiosity as a cause and consequence of transformational creativity. In: Proceedings of the Sixth International Conference on Computational Creativity June, p. 260 (2015)"},{"key":"1_CR7","doi-asserted-by":"crossref","unstructured":"Grace, K., Maher, M.L., Wilson, D., Najjar, N.: Personalised specific curiosity for computational design systems. In: Proceedings of Design Computing and Cognition (2016)","DOI":"10.1007\/978-3-319-44989-0_32"},{"key":"1_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"154","DOI":"10.1007\/978-3-319-47096-2_11","volume-title":"Case-Based Reasoning Research and Development","author":"K Grace","year":"2016","unstructured":"Grace, K., Maher, M.L., Wilson, D.C., Najjar, N.A.: Combining CBR and deep learning to generate surprising recipe designs. In: Goel, A., D\u00edaz-Agudo, M.B., Roth-Berghofer, T. (eds.) ICCBR 2016. LNCS, vol. 9969, pp. 154\u2013169. Springer, Cham (2016). doi: 10.1007\/978-3-319-47096-2_11"},{"issue":"3","key":"1_CR9","doi-asserted-by":"crossref","first-page":"230","DOI":"10.1109\/TAMD.2010.2056368","volume":"2","author":"J Schmidhuber","year":"2010","unstructured":"Schmidhuber, J.: Formal theory of creativity, fun, and intrinsic motivation (1990\u20132010). IEEE Trans. Auton. Mental Dev. 2(3), 230\u2013247 (2010)","journal-title":"IEEE Trans. Auton. Mental Dev."},{"key":"1_CR10","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1016\/j.sigpro.2013.12.026","volume":"99","author":"MA Pimentel","year":"2014","unstructured":"Pimentel, M.A., Clifton, D.A., Clifton, L., Tarassenko, L.: A review of novelty detection. Signal Process. 99, 215\u2013249 (2014)","journal-title":"Signal Process."},{"key":"1_CR11","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1007\/978-3-319-14956-1_11","volume-title":"Design Computing and Cognition 2014","author":"K Grace","year":"2015","unstructured":"Grace, K., Maher, M.L., Fisher, D., Brady, K.: Modeling expectation for evaluating surprise in design creativity. In: Gero, John S., Hanna, S. (eds.) Design Computing and Cognition 2014, pp. 189\u2013206. Springer, Cham (2015). doi: 10.1007\/978-3-319-14956-1_11"},{"key":"1_CR12","doi-asserted-by":"crossref","unstructured":"Grace, K., Maher, M.L.: Surprise-triggered reformulation of design goals. In: AAAI 2016 (2016)","DOI":"10.1609\/aaai.v30i1.9890"},{"key":"1_CR13","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1016\/0377-0427(87)90125-7","volume":"20","author":"PJ Rousseeuw","year":"1987","unstructured":"Rousseeuw, P.J.: Silhouettes: a graphical aid to the interpretation and validation of cluster analysis. Comput. Appl. Math. 20, 53\u201365 (1987)","journal-title":"Comput. Appl. Math."},{"key":"1_CR14","doi-asserted-by":"crossref","unstructured":"Grace, K., Maher, M.L. Fisher, D.H., Brady, K.: Data-intensive prediction of creative designs using on novelty, value and surprise. Int. J. Des. Creativity Innov. (2014)","DOI":"10.1080\/21650349.2014.943295"},{"key":"1_CR15","doi-asserted-by":"crossref","unstructured":"Macedo, L., Cardoso, A., Reisenzein, R., Lorini, E.: Artificial surprise. In: Handbook of Research on Synthetic Emotions and Sociable Robotics: New Applications in Affective Computing and Artificial Intelligence. IGI Global, Hershey (2009)","DOI":"10.4018\/978-1-60566-354-8.ch015"},{"key":"1_CR16","unstructured":"Itti, L., Baldi, P.: A surprising theory of attention. In: IEEE Workshop on Applied Imagery and Pattern Recognition, pp. 45\u201354 (2004)"},{"key":"1_CR17","unstructured":"Maher, M.L., Brady, K., Fisher, D.H.: Computational models of surprise in evaluating creative design. In: Proceedings of The Fourth International Conference on Computational Creativity, University of Sydney, pp. 147\u2013151 (2013)"},{"key":"1_CR18","unstructured":"Reisenzein, R.: The subjective experience of surprise. In: The Message Within: The Role of Subjective Experience in Social Cognition and Behavior, pp. 262\u2013279, (2000)"},{"key":"1_CR19","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/9780262014809.001.0001","volume-title":"Metareasoning: Thinking About Thinking","author":"MT Cox","year":"2011","unstructured":"Cox, M.T., Raja, A.: Metareasoning: Thinking About Thinking. MIT Press, Cambridge (2011)"},{"key":"1_CR20","unstructured":"Grace, K., Maher, M.L.: Surprise and reformulation as meta-cognitive processes in creative design. In: Proceedings of the Third Annual Conference on Advances in Cognitive Systems (2015)"},{"issue":"02","key":"1_CR21","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1017\/S0029665109001177","volume":"68","author":"M Barker","year":"2009","unstructured":"Barker, M., Swift, J.A.: The application of psychological theory to nutrition behaviour change. Proc. Nutr. Soc. 68(02), 205\u2013209 (2009)","journal-title":"Proc. Nutr. Soc."},{"issue":"s3","key":"1_CR22","doi-asserted-by":"crossref","first-page":"S579","DOI":"10.1046\/j.1440-6047.11.supp3.7.x","volume":"11","author":"A Worsley","year":"2002","unstructured":"Worsley, A.: Nutrition knowledge and food consumption: can nutrition knowledge change food behaviour? Asia Pac. J. Clin. Nutr. 11(s3), S579\u2013S585 (2002)","journal-title":"Asia Pac. J. Clin. Nutr."},{"issue":"1","key":"1_CR23","first-page":"7","volume":"36","author":"B Renner","year":"2005","unstructured":"Renner, B., Schwarzer, R.: The motivation to eat a healthy diet: how intenders and nonintenders differ in terms of risk perception, outcome expectancies, self-efficacy, and nutrition behavior. Polish Psychol. Bull. 36(1), 7\u201315 (2005). SRC - GoogleScholar FG - 0","journal-title":"Polish Psychol. Bull."},{"issue":"4","key":"1_CR24","first-page":"54","volume":"5","author":"P Adamopoulos","year":"2014","unstructured":"Adamopoulos, P., Tuzhilin, A.: On unexpectedness in recommender systems: or how to better expect the unexpected. ACM Trans. Intell. Syst. Technol. (TIST) 5(4), 54 (2014)","journal-title":"ACM Trans. Intell. Syst. Technol. (TIST)"},{"key":"1_CR25","doi-asserted-by":"crossref","unstructured":"Schafer, J.B., Konstan, J., Riedl, J.: Recommender systems in e-commerce. In: Proceedings of the 1st ACM Conference on Electronic Commerce. ACM (1999)","DOI":"10.1145\/336992.337035"},{"key":"1_CR26","doi-asserted-by":"crossref","unstructured":"Pazzani, M.J., Billsus, D.: Content-based recommendation systems. In: The Adaptive Web, pp. 325\u2013341. Springer Berlin Heidelberg (2007)","DOI":"10.1007\/978-3-540-72079-9_10"},{"key":"1_CR27","doi-asserted-by":"crossref","unstructured":"Schafer, J.B., Frankowski, D., Herlocker, J., Sen, S.: Collaborative filtering recommender systems. In: The Adaptive Web, pp. 291\u2013324 (2007)","DOI":"10.1007\/978-3-540-72079-9_9"},{"issue":"4","key":"1_CR28","doi-asserted-by":"crossref","first-page":"331","DOI":"10.1023\/A:1021240730564","volume":"12","author":"R Burke","year":"2002","unstructured":"Burke, R.: Hybrid recommender systems: survey and experiments. User Model. User-Adap. Inter. 12(4), 331\u2013370 (2002)","journal-title":"User Model. User-Adap. Inter."},{"key":"1_CR29","first-page":"1532","volume":"14","author":"J Pennington","year":"2014","unstructured":"Pennington, J., Socher, R., Manning, C.D.: Glove: global vectors for word representation. EMNLP 14, 1532\u20131543 (2014)","journal-title":"EMNLP"}],"container-title":["Lecture Notes in Computer Science","Case-Based Reasoning Research and Development"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-61030-6_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,29]],"date-time":"2022-07-29T21:51:24Z","timestamp":1659131484000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-61030-6_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319610290","9783319610306"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-61030-6_1","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]}}}