{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,10]],"date-time":"2026-01-10T07:31:17Z","timestamp":1768030277041,"version":"3.49.0"},"publisher-location":"Cham","reference-count":34,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031610592","type":"print"},{"value":"9783031610608","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-3-031-61060-8_28","type":"book-chapter","created":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T01:06:11Z","timestamp":1717203971000},"page":"405-423","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Evaluating the\u00a0Effect of\u00a0Adapting Virtual Humans Based on\u00a0Individual Differences in\u00a0Users"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6799-6784","authenticated-orcid":false,"given":"Mohan","family":"Zalake","sequence":"first","affiliation":[]},{"given":"Alexandre","family":"Gomes De Siqueira","sequence":"additional","affiliation":[]},{"given":"Krishna","family":"Vaddiparti","sequence":"additional","affiliation":[]},{"given":"Pavlo","family":"Antonenko","sequence":"additional","affiliation":[]},{"given":"Benjamin","family":"Lok","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,6,1]]},"reference":[{"key":"28_CR1","unstructured":"OSF $$|$$ Persuasion Study 4. https:\/\/osf.io\/dnsca\/?view_only=d86959f8364443c3bbbb6f5f8cb8696f"},{"key":"28_CR2","unstructured":"GMM covariances - scikit-learn 1.0.2 documentation (2022). https:\/\/scikit-learn.org\/stable\/auto_examples\/mixture\/plot_gmm_covariances.html#sphx-glr-auto-examples-mixture-plot-gmm-covariances-py"},{"key":"28_CR3","doi-asserted-by":"publisher","unstructured":"Alki\u015f, N., Ta\u015fkaya\u00a0Temizel, T.: The impact of individual differences on influence strategies. Personality Individ. Differ. 87, 147\u2013152 (2015). https:\/\/doi.org\/10.1016\/j.paid.2015.07.037","DOI":"10.1016\/j.paid.2015.07.037"},{"key":"28_CR4","doi-asserted-by":"crossref","unstructured":"Baylor, A.L., Kim, S.: Designing nonverbal communication for pedagogical agents: when less is more. Comput. Hum. Behav. 25(2), 450\u2013457 (2009)","DOI":"10.1016\/j.chb.2008.10.008"},{"key":"28_CR5","doi-asserted-by":"publisher","unstructured":"Bickmore, T.W., Schulman, D., Sidner, C.L.: A reusable framework for health counseling dialogue systems based on a behavioral medicine ontology. J. Biomed. Inform. 44(2), 183\u2013197 (2011). https:\/\/doi.org\/10.1016\/j.jbi.2010.12.006","DOI":"10.1016\/j.jbi.2010.12.006"},{"key":"28_CR6","doi-asserted-by":"publisher","unstructured":"Bistricky, S.L., et al.: Understanding and promoting stress management practices among college students through an integrated health behavior model. Am. J. Health Educ. 49(1), 12\u201327 (2018). https:\/\/doi.org\/10.1080\/19325037.2017.1377651","DOI":"10.1080\/19325037.2017.1377651"},{"key":"28_CR7","unstructured":"Cialdini, R.B.: Influence : science and practice (2001). https:\/\/www.amazon.com\/Influence-Practice-Robert-B-Cialdini\/dp\/0205609996"},{"key":"28_CR8","doi-asserted-by":"publisher","first-page":"846","DOI":"10.1002\/jclp.22020","volume":"69","author":"RA Emmons","year":"2013","unstructured":"Emmons, R.A., Stern, R.: Gratitude as a psychotherapeutic intervention. J. Clin. Psychol. Session 69, 846\u2013855 (2013). https:\/\/doi.org\/10.1002\/jclp.22020","journal-title":"J. Clin. Psychol. Session"},{"key":"28_CR9","doi-asserted-by":"publisher","unstructured":"Fanning, J., Mullen, S.P., Mcauley, E.: Increasing physical activity with mobile devices: a meta-analysis. J. Med. Internet Res. 14(6), e2171 (2012). https:\/\/doi.org\/10.2196\/jmir.2171, https:\/\/www.jmir.org\/2012\/6\/e161","DOI":"10.2196\/jmir.2171"},{"key":"28_CR10","doi-asserted-by":"publisher","unstructured":"Gentile, V., Khamis, M., Milazzo, F., Sorce, S., Malizia, A., Alt, F.: Predicting mid-air gestural interaction with public displays based on audience behaviour. Int. J. Hum. Comput. Stud. 144, 102497 (2020). https:\/\/doi.org\/10.1016\/j.ijhcs.2020.102497, https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1071581920300999","DOI":"10.1016\/j.ijhcs.2020.102497"},{"key":"28_CR11","unstructured":"Gkika, S., Lekakos, G.: The persuasive role of explanations in recommender systems. In: CEUR Workshop Proceedings, vol. 1153, pp. 59\u201368 (2014). https:\/\/citeseerx.ist.psu.edu\/viewdoc\/download?doi=10.1.1.663.7538 &rep=rep1 &type=pdf"},{"key":"28_CR12","unstructured":"Goldberg, L.R., Psychology, E.A.O.P.: A broad-bandwidth, public-domain, personality inventory measuring the lower-level facets of several Five-Factor models. In: European Conference on Personality, Tilburg University (1999). https:\/\/ipip.ori.org\/A broad-bandwidth inventory.pdf"},{"key":"28_CR13","unstructured":"Inkle: Ink: Inkle\u2019s open source scripting language for writing interactive narrative (2021). https:\/\/github.com\/inkle\/ink"},{"key":"28_CR14","unstructured":"ipip.ori.org: IPIP Scale Scoring Instructions (2014). https:\/\/ipip.ori.org\/newScoringInstructions.htm"},{"issue":"3","key":"28_CR15","doi-asserted-by":"publisher","first-page":"279","DOI":"10.3233\/AIS-2012-0153","volume":"4","author":"M Kaptein","year":"2012","unstructured":"Kaptein, M.: Personalized persuasion in ambient intelligence. J. Ambient Intell. Smart Environ. 4(3), 279\u2013280 (2012). https:\/\/doi.org\/10.3233\/AIS-2012-0153","journal-title":"J. Ambient Intell. Smart Environ."},{"key":"28_CR16","doi-asserted-by":"publisher","unstructured":"Lanza, S.T., Cooper, B.R.: Latent class analysis for developmental research. Child Dev. Perspect. 10(1), 59\u201364 (2016). https:\/\/doi.org\/10.1111\/cdep.12163","DOI":"10.1111\/cdep.12163"},{"key":"28_CR17","doi-asserted-by":"publisher","unstructured":"Lisetti, C., Amini, R., Yasavur, U., On, N.R.: I can help you change! an empathic virtual agent delivers behavior change health interventions. In: ACM Transactions on Management Information Systems, pp. 1\u201328 (2014). https:\/\/doi.org\/10.1145\/2544103","DOI":"10.1145\/2544103"},{"key":"28_CR18","doi-asserted-by":"publisher","unstructured":"Lucas, G.M., Kr\u00e4mer, N., Peters, C., Taesch, L.S., Mell, J., Gratch, J.: Effects of perceived agency and message tone in responding to a virtual personal trainer. In: Proceedings of the 18th International Conference on Intelligent Virtual Agents, pp. 247\u2013254. IVA 2018, ACM, New York, NY, USA (2018). https:\/\/doi.org\/10.1145\/3267851.3267855","DOI":"10.1145\/3267851.3267855"},{"key":"28_CR19","unstructured":"Morris, M.M.: A Parent\u2019s Guide to Mental Health for College Students $$|$$ NAMI: National Alliance on Mental Illness (2018). https:\/\/www.nami.org\/Blogs\/NAMI-Blog\/December-2018\/A-Parent-s-Guide-to-Mental-Health-for-College-Students"},{"key":"28_CR20","doi-asserted-by":"publisher","unstructured":"Olafsson, S., O\u2019Leary, T.K., Bickmore, T.W.: Motivating health behavior change with humorous virtual agents. In: Proceedings of the 20th ACM International Conference on Intelligent Virtual Agents, IVA 2020, pp. 1\u20138. Association for Computing Machinery, Inc, New York, NY, USA (2020). https:\/\/doi.org\/10.1145\/3383652.3423915","DOI":"10.1145\/3383652.3423915"},{"key":"28_CR21","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1007\/978-3-319-20306-5_14","volume-title":"Persuasive Technology","author":"R Orji","year":"2015","unstructured":"Orji, R., Mandryk, R.L., Vassileva, J.: Gender, age, and responsiveness to Cialdini\u2019s persuasion strategies. In: MacTavish, T., Basapur, S. (eds.) PERSUASIVE 2015. LNCS, vol. 9072, pp. 147\u2013159. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-20306-5_14"},{"key":"28_CR22","unstructured":"Oyibo, K., Orji, R., Vassileva, J.: Investigation of the influence of personality traits on Cialdini\u2019s persuasive strategies. In: CEUR Workshop Proceedings, vol. 1833, pp. 8\u201320 (2017). http:\/\/ceur-ws.org"},{"key":"28_CR23","doi-asserted-by":"publisher","unstructured":"Ozogul, G., Johnson, A.M., Atkinson, R.K., Reisslein, M.: Investigating the impact of pedagogical agent gender matching and learner choice on learning outcomes and perceptions. Comput. Educ. 67, 36\u201350 (2013). https:\/\/doi.org\/10.1016\/j.compedu.2013.02.006","DOI":"10.1016\/j.compedu.2013.02.006"},{"key":"28_CR24","unstructured":"Pedregosa, F., et al.: Scikit-learn: machine learning in Python. J. Mach. Learn. Res.12(7), 2825\u20132830 (2011). https:\/\/scikit-learn.org\/stable\/, http:\/\/scikit-learn.sourceforge.net, http:\/\/jmlr.csail.mit.edu\/papers\/v12\/pedregosa11a.html%5Cn, http:\/\/arxiv.org\/abs\/1201.0490"},{"key":"28_CR25","doi-asserted-by":"publisher","unstructured":"Ploder, A., Eder, A.: Semantic Differential. International Encyclopedia of the Social & Behavioral Sciences: 2nd (Edn.), pp. 563\u2013571 (2015). https:\/\/doi.org\/10.1016\/B978-0-08-097086-8.03231-1","DOI":"10.1016\/B978-0-08-097086-8.03231-1"},{"key":"28_CR26","doi-asserted-by":"publisher","unstructured":"Schulman, D., Bickmore, T.: Persuading users through counseling dialogue with a conversational agent. In: Proceedings of the 4th International Conference on Persuasive Technology - Persuasive 2009, p. 1. ACM Press, New York, New York, USA (2009). https:\/\/doi.org\/10.1145\/1541948.1541983, http:\/\/portal.acm.org\/citation.cfm?doid=1541948.1541983","DOI":"10.1145\/1541948.1541983"},{"key":"28_CR27","doi-asserted-by":"publisher","unstructured":"Storrie, K., Ahern, K., Tuckett, A.: A systematic review: students with mental health problems-A growing problem. Int. J. Nurs. Pract. 16(1), 1\u20136 (2010). https:\/\/doi.org\/10.1111\/j.1440-172X.2009.01813.x","DOI":"10.1111\/j.1440-172X.2009.01813.x"},{"key":"28_CR28","unstructured":"Strecher, V.: Psychology, I.R.H.O., Health, U. The health belief model. books.google.com (1997). https:\/\/books.google.com\/books?hl=en &lr= &id=zVh30FrAuDsC &oi=fnd &pg=PA113 &dq=health+belief+model &ots=Im1MkCvIrv &sig=3PX7Av8SNdgTx3X4KhspesJA-_8"},{"key":"28_CR29","doi-asserted-by":"publisher","unstructured":"Thomas, R.J., Masthoff, J., Oren, N.: Personalising healthy eating messages to age, gender and personality: using Cialdini\u2019s principles and framing. In: International Conference on Intelligent User Interfaces, Proceedings IUI, pp. 81\u201384. Association for Computing Machinery, New York, New York, USA (2017). https:\/\/doi.org\/10.1145\/3030024.3040986, http:\/\/dl.acm.org\/citation.cfm?doid=3030024.3040986","DOI":"10.1145\/3030024.3040986"},{"key":"28_CR30","unstructured":"U.S. Government Accountability Office.: Young adults with serious mental illness: Some states and federal agencies are taking steps to address their transition challenges. (2008). https:\/\/www.gao.gov\/new.items\/d08678.pdf"},{"issue":"2","key":"28_CR31","doi-asserted-by":"publisher","first-page":"907","DOI":"10.1118\/1.3284974","volume":"37","author":"TW Way","year":"2010","unstructured":"Way, T.W., Sahiner, B., Hadjiiski, L.M., Chan, H.P.: Effect of finite sample size on feature selection and classification: a simulation study. Med. Phys. 37(2), 907\u2013920 (2010)","journal-title":"Med. Phys."},{"key":"28_CR32","doi-asserted-by":"publisher","unstructured":"Zalake, M., Gomes De\u00a0Siqueira, A., Vaddiparti, K., Antonenko, P., Lok, B.: Towards understanding how virtual human\u2019s verbal persuasion strategies influence user intentions to perform health behavior. In: Proceedings of the 21th ACM International Conference on Intelligent Virtual Agents (2021). https:\/\/doi.org\/10.1145\/3472306","DOI":"10.1145\/3472306"},{"key":"28_CR33","doi-asserted-by":"publisher","unstructured":"Zalake, M., Siqueira, A.G.D., Vaddiparti, K., Lok, B.: The effects of virtual human\u2019s verbal persuasion strategies on user intention and behavior. Int. J. Hum.-Comput. Stud. 156, 102708 (2021). https:\/\/doi.org\/10.1016\/J.IJHCS.2021.102708","DOI":"10.1016\/J.IJHCS.2021.102708"},{"key":"28_CR34","doi-asserted-by":"publisher","unstructured":"Zalake, M., Vaddiparti, K., Antonenko, P., Lok, B.: Towards understanding how virtual human\u2019s verbal persuasion strategies influence user intentions to perform health behavior. In: Proceedings of the 21st ACM International Conference on Intelligent Virtual Agents, IVA 2021, pp. 216\u2013223 (2021). https:\/\/doi.org\/10.1145\/3472306.3478345","DOI":"10.1145\/3472306.3478345"}],"container-title":["Lecture Notes in Computer Science","Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-61060-8_28","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T01:22:02Z","timestamp":1717204922000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-61060-8_28"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031610592","9783031610608"],"references-count":34,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-61060-8_28","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"1 June 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"HCII","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Human-Computer Interaction","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Washington DC","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":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 June 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4 July 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"hcii2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/2024.hci.international\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}