{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T07:01:31Z","timestamp":1743058891403,"version":"3.40.3"},"publisher-location":"Cham","reference-count":38,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319478739"},{"type":"electronic","value":"9783319478746"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-47874-6_32","type":"book-chapter","created":{"date-parts":[[2016,10,18]],"date-time":"2016-10-18T12:33:55Z","timestamp":1476794035000},"page":"471-484","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["An Application of Rule-Induction Based Method in Psychological Measurement for Application in HCI Research"],"prefix":"10.1007","author":[{"given":"Maria","family":"Rafalak","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Piotr","family":"Bilski","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Adam","family":"Wierzbicki","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,10,19]]},"reference":[{"key":"32_CR1","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1016\/j.ijhcs.2015.01.004","volume":"77","author":"M Kaptein","year":"2015","unstructured":"Kaptein, M., Markopoulos, P., de Ruyter, B., Aarts, E.: Personalizing persuasive technologies: explicit and implicit personalization using persuasion profiles. Int. J. Hum Comput Stud. 77, 38\u201351 (2015)","journal-title":"Int. J. Hum Comput Stud."},{"issue":"6","key":"32_CR2","doi-asserted-by":"publisher","first-page":"88","DOI":"10.1109\/MCG.2012.120","volume":"32","author":"C Ziemkiewicz","year":"2012","unstructured":"Ziemkiewicz, C., Ottley, A., Crouser, R.J., Chauncey, K., Su, S.L., Chang, R.: Understanding visualization by understanding individual users. IEEE Comput. Graph. Appl. 32(6), 88\u201394 (2012)","journal-title":"IEEE Comput. Graph. Appl."},{"issue":"4","key":"32_CR3","doi-asserted-by":"publisher","first-page":"319","DOI":"10.1080\/01449290701760591","volume":"27","author":"N Schneider","year":"2008","unstructured":"Schneider, N., Schreiber, S., Wilkes, J., Grandt, M., Schlick, C.M.: Foundations of an age-differentiated adaptation of the human-computer interface. Behav. Inf. Technol. 27(4), 319\u2013324 (2008)","journal-title":"Behav. Inf. Technol."},{"issue":"1","key":"32_CR4","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1111\/j.1468-0394.2006.00322.x","volume":"23","author":"S Mussi","year":"2006","unstructured":"Mussi, S.: User profiling on the web based on deep knowledge and sequential questioning. Expert Syst. 23(1), 21\u201338 (2006)","journal-title":"Expert Syst."},{"issue":"3","key":"32_CR5","doi-asserted-by":"crossref","first-page":"194","DOI":"10.1108\/IMCS-05-2013-0032","volume":"22","author":"S Purkait","year":"2014","unstructured":"Purkait, S., De Kumar, S., Suar, D.: An empirical investigation of the factors that influence Internet user\u2019s ability to correctly identify a phishing website. Inf. Manage. Comput. Secur. 22(3), 194\u2013234 (2014)","journal-title":"Inf. Manage. Comput. Secur."},{"issue":"4","key":"32_CR6","doi-asserted-by":"publisher","first-page":"1036","DOI":"10.1073\/pnas.1418680112","volume":"112","author":"W Youyou","year":"2015","unstructured":"Youyou, W., Kosinski, M., Stillwell, D.: Computer-based personality judgments are more accurate than those made by humans. Proc. Natl. Acad. Sci. 112(4), 1036\u20131040 (2015)","journal-title":"Proc. Natl. Acad. Sci."},{"key":"32_CR7","unstructured":"Nunes, M.A.S.: Towards to psychological-based recommenders systems: a survey on recommender systems. Sci. Plena 6(8) (2010)"},{"issue":"1","key":"32_CR8","doi-asserted-by":"publisher","first-page":"224","DOI":"10.1016\/j.compedu.2007.05.005","volume":"51","author":"P Tzouveli","year":"2008","unstructured":"Tzouveli, P., Mylonas, P., Kollias, S.: An intelligent e-learning system based on learner profiling and learning resources adaptation. Comput. Educ. 51(1), 224\u2013238 (2008)","journal-title":"Comput. Educ."},{"key":"32_CR9","doi-asserted-by":"crossref","unstructured":"Levy, J.C.: Adaptive Learning and the Human Condition. Routledge (2015)","DOI":"10.4324\/9781315665160"},{"issue":"1","key":"32_CR10","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1080\/10494821003714681","volume":"20","author":"LH Wong","year":"2012","unstructured":"Wong, L.H., Looi, C.K.: Swarm intelligence: new techniques for adaptive systems to provide learning support. Interact. Learn. Environ. 20(1), 19\u201340 (2012)","journal-title":"Interact. Learn. Environ."},{"key":"32_CR11","unstructured":"Oxman, S., Wong, W.: White Paper: Adaptive Learning Systems. Integrated Education Solutions (2014)"},{"key":"32_CR12","unstructured":"Riva, G., Vatalaro, F., Davide, F., Alca\u00f1iz, M.: 2 The Psychology of Ambient Intelligence: Activity, Situation and Presence (2005)"},{"issue":"1","key":"32_CR13","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/0022-2496(66)90002-2","volume":"3","author":"MR Novick","year":"1966","unstructured":"Novick, M.R.: The axioms and principal results of classical test theory. J. Math. Psychol. 3(1), 1\u201318 (1966)","journal-title":"J. Math. Psychol."},{"key":"32_CR14","unstructured":"Lord, F.M., Novick, M.R., Birnbaum, A.: Statistical Theories of Mental Test Scores (1968)"},{"issue":"5","key":"32_CR15","doi-asserted-by":"publisher","first-page":"908","DOI":"10.1037\/0022-006X.52.5.908","volume":"52","author":"RL Adams","year":"1984","unstructured":"Adams, R.L., Smigielski, J., Jenkins, R.L.: Development of a Satz-Mogel short form of the WAIS\u2014R. J. Consult. Clin. Psychol. 52(5), 908 (1984)","journal-title":"J. Consult. Clin. Psychol."},{"issue":"3","key":"32_CR16","doi-asserted-by":"publisher","first-page":"361","DOI":"10.1037\/h0033888","volume":"39","author":"AS Kaufman","year":"1972","unstructured":"Kaufman, A.S.: A short form of the Wechsler Preschool and Primary Scale of Intelligence. J. Consult. Clin. Psychol. 39(3), 361 (1972)","journal-title":"J. Consult. Clin. Psychol."},{"key":"32_CR17","volume-title":"Psychometric theory","author":"JC Nunnally","year":"1967","unstructured":"Nunnally, J.C., Bernstein, I.H., Berge, J.M.T.: Psychometric theory, vol. 226. McGraw-Hill, New York (1967)"},{"issue":"3","key":"32_CR18","doi-asserted-by":"publisher","first-page":"247","DOI":"10.1016\/S0895-4356(96)00363-0","volume":"50","author":"J Coste","year":"1997","unstructured":"Coste, J., Guillemin, F., Pouchot, J., Fermanian, J.: Methodological approaches to shortening composite measurement scales. J. Clin. Epidemiol. 50(3), 247\u2013252 (1997)","journal-title":"J. Clin. Epidemiol."},{"key":"32_CR19","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1007\/0-306-47531-6_2","volume-title":"Computer-Adaptive Testing: Theory and Practice","author":"WJ van der Linden","year":"2000","unstructured":"van der Linden, W.J.: Constrained adaptive testing with shadow tests. In: van der Linden, W.J., Glas, C.A.W. (eds.) Computer-Adaptive Testing: Theory and Practice, pp. 27\u201352. Kluwer, Boston (2000)"},{"issue":"3","key":"32_CR20","first-page":"163","volume":"13","author":"YC Yen","year":"2010","unstructured":"Yen, Y.C., Ho, R.G., Chen, L.J., Chou, K.Y., Chen, Y.L.: Development and evaluation of a confidence-weighting computerized adaptive testing. Educ. Technol. Soc. 13(3), 163\u2013176 (2010)","journal-title":"Educ. Technol. Soc."},{"issue":"4","key":"32_CR21","first-page":"95","volume":"10","author":"SH Chang","year":"2007","unstructured":"Chang, S.H., Lin, P.C., Lin, Z.C.: Measures of partial knowledge and unexpected responses in multiple-choice tests. Educ. Technol. Soc. 10(4), 95\u2013109 (2007)","journal-title":"Educ. Technol. Soc."},{"key":"32_CR22","doi-asserted-by":"publisher","DOI":"10.1007\/0-387-29054-0","volume-title":"Linear Models for Optimal Test Design","author":"WJ Van der Linden","year":"2005","unstructured":"Van der Linden, W.J.: Linear Models for Optimal Test Design. Springer, New York (2005). doi:10.1007\/0.387.29054.0"},{"key":"32_CR23","doi-asserted-by":"publisher","first-page":"249","DOI":"10.1177\/01466219922031365","volume":"23","author":"TJHM Eggen","year":"1999","unstructured":"Eggen, T.J.H.M.: Item selection in adaptive testing with the sequential probability ratio test. Appl. Psychol. Meas. 23, 249\u2013261 (1999). doi:10.1177\/01466219922031365","journal-title":"Appl. Psychol. Meas."},{"key":"32_CR24","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1177\/0013164406288164","volume":"67","author":"A Weissman","year":"2007","unstructured":"Weissman, A.: Mutual information item selection in adaptive classification testing. Educ. Psychol. Measur. 67, 41\u201358 (2007). doi:10.1177\/0013164406288164","journal-title":"Educ. Psychol. Measur."},{"issue":"4","key":"32_CR25","doi-asserted-by":"publisher","first-page":"278","DOI":"10.1177\/0146621614561314","volume":"39","author":"H Sie","year":"2015","unstructured":"Sie, H., Finkelman, M.D., Bartroff, J., Thompson, N.A.: Stochastic curtailment in adaptive mastery testing improving the efficiency of confidence interval-based stopping rules. Appl. Psychol. Meas. 39(4), 278\u2013292 (2015)","journal-title":"Appl. Psychol. Meas."},{"issue":"3","key":"32_CR26","first-page":"333","volume":"40","author":"J Vomlel","year":"2004","unstructured":"Vomlel, J.: Building adaptive tests using Bayesian networks. Kybernetika 40(3), 333\u2013348 (2004)","journal-title":"Kybernetika"},{"issue":"4","key":"32_CR27","first-page":"150","volume":"9","author":"N Tselios","year":"2006","unstructured":"Tselios, N., Stoica, A., Maragoudakis, M., Avouris, N., Komis, V.: Enhancing user support in open problem solving environments through Bayesian network inference techniques. Educ. Technol. Soc. 9(4), 150\u2013165 (2006)","journal-title":"Educ. Technol. Soc."},{"key":"32_CR28","unstructured":"Morro, C.G.: Different approaches to computer adaptive testing applications. http:\/\/cs.joensuu.fi\/pages\/whamalai\/sciwri\/cristina.pdf"},{"issue":"4","key":"32_CR29","first-page":"100","volume":"8","author":"CL Liu","year":"2005","unstructured":"Liu, C.L.: Using mutual information for adaptive item comparison and student assessment. Educ. Technol. Soc. 8(4), 100\u2013119 (2005)","journal-title":"Educ. Technol. Soc."},{"key":"32_CR30","doi-asserted-by":"crossref","unstructured":"Lu, P., Cong, X., Zhou, D.: The research on web-based testing environment using simulated annealing algorithm. Sci. World J. (2014)","DOI":"10.1155\/2014\/167124"},{"key":"32_CR31","unstructured":"\u0160erbec, I. N., \u017derovnik, A., Rugelj, J.: Adaptive Assessment Based on Machine Learning Technology. http:\/\/www.icl-conference.org\/dl\/proceedings\/2008\/finalpaper\/Contribution336_a.pdf"},{"key":"32_CR32","unstructured":"Yan, D., Lewis, C., von Davier, A.A.: A tree-based approach for multistage testing. In: Yan, D., von Davier, A.A., Lewis, C. (eds.) Computerized Multistage Testing: Theory and Applications, pp. 169\u2013188. Chapman and Hall\/CRC, Boca Raton (2014)"},{"key":"32_CR33","doi-asserted-by":"crossref","unstructured":"Bilski, P., Winiecki, W.: The rule-based method for the non-intrusive electrical appliances identification. In: 2015 IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), vol. 1, pp. 220\u2013225. IEEE, September 2015","DOI":"10.1109\/IDAACS.2015.7340732"},{"key":"32_CR34","unstructured":"Michalski, R.: The AQ15 inductive learning system: an overview and experiments. Reports of Machine Learning and Inference Laboratory (1986)"},{"key":"32_CR35","unstructured":"DeVellis, R.F.: Scale Development, 2 edn. Sage Publications, Thousand Oaks (2003)"},{"key":"32_CR36","unstructured":"Neuman, W.L.: Social Research Methods: Qualitative and Quantitative Approaches. Allyn & Bacon (2003)"},{"key":"32_CR37","doi-asserted-by":"publisher","first-page":"68","DOI":"10.1016\/j.ins.2014.07.029","volume":"287","author":"LS Riza","year":"2014","unstructured":"Riza, L.S., Janusz, A., Bergmeir, C., Cornelis, C., Herrera, F., \u015ale, D., Ben\u00edtez, J.M.: Implementing algorithms of rough set theory and fuzzy rough set theory in the R package \u201croughsets\u201d. Inf. Sci. 287, 68\u201389 (2014)","journal-title":"Inf. Sci."},{"key":"32_CR38","doi-asserted-by":"crossref","unstructured":"Carmines, E.G., Zeller, R.A.: Reliability and Validity Assessment, vol. 17. Sage Publications (1979)","DOI":"10.4135\/9781412985642"}],"container-title":["Lecture Notes in Computer Science","Social Informatics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-47874-6_32","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,2]],"date-time":"2024-04-02T16:24:14Z","timestamp":1712075054000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-47874-6_32"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319478739","9783319478746"],"references-count":38,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-47874-6_32","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]},"assertion":[{"value":"19 October 2016","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"SocInfo","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Social Informatics","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Bellevue","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"USA","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2016","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 November 2016","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 November 2016","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"socinfo2016","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}