{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,3]],"date-time":"2025-07-03T04:21:40Z","timestamp":1751516500954,"version":"3.41.0"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030778569"},{"type":"electronic","value":"9783030778576"}],"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\/978-3-030-77857-6_35","type":"book-chapter","created":{"date-parts":[[2021,7,2]],"date-time":"2021-07-02T23:04:56Z","timestamp":1625267096000},"page":"499-508","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Collecting 3A Data to Enhance HCI in AIS"],"prefix":"10.1007","author":[{"given":"Faruk","family":"Ahmed","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Genghu","family":"Shi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Keith","family":"Shubeck","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lijia","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jeffrey","family":"Black","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Emma","family":"Pursley","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Iqbal","family":"Hossain","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiangen","family":"Hu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,7,3]]},"reference":[{"key":"35_CR1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"507","DOI":"10.1007\/978-3-030-60128-7_38","volume-title":"HCI International 2020 \u2013 Late Breaking Papers: Cognition, Learning and Games","author":"F Ahmed","year":"2020","unstructured":"Ahmed, F., Shubeck, K., Andrasik, F., Hu, X.: Enable 3A in AIS. In: Stephanidis, C., Harris, D., Li, W.-C., Schmorrow, D.D., Fidopiastis, C.M., Zaphiris, P., Ioannou, A., Fang, X., Sottilare, R.A., Schwarz, J. (eds.) HCII 2020. LNCS, vol. 12425, pp. 507\u2013518. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-60128-7_38"},{"unstructured":"Ahmed, F., Shubek, K., Hu, X.: Towards a GIFT enabled 3A learning environment. In: Goldberg, B.S. (ed.) Proceedings of the Eighth Annual GIFT Users Symposium(GIFTSym8), pp. 87\u201392, May 2020","key":"35_CR2"},{"unstructured":"Amazon Web Services: Amazon rekognition developer guide. https:\/\/docs.aws.amazon.com\/rekognition\/latest\/dg\/rekognition-dg.pdf. Accessed 30 May 2020","key":"35_CR3"},{"unstructured":"API, M.A.F.: Facial recognition software| microsoft azure. https:\/\/azure.microsoft.com\/en-us\/services\/cognitive-services\/face\/. Accessed 30 May 2020","key":"35_CR4"},{"unstructured":"Atkinson, R.C.: Adaptive Instructional Systems: Some Attempts to Optimize the Learning Process. Stanford University, Institute for Mathematical Studies in the Social Sciences, Stanford (1974)","key":"35_CR5"},{"doi-asserted-by":"crossref","unstructured":"Ban, Y., Girin, L., Alameda-Pineda, X., Horaud, R.: Exploiting the complementarity of audio and visual data in multi-speaker tracking. In: Proceedings of the IEEE International Conference on Computer Vision Workshops, pp. 446\u2013454 (2017)","key":"35_CR6","DOI":"10.1109\/ICCVW.2017.60"},{"issue":"2","key":"35_CR7","first-page":"152","volume":"35","author":"W Canfield","year":"2001","unstructured":"Canfield, W.: Aleks: a web-based intelligent tutoring system. Math. Comput. Educ. 35(2), 152 (2001)","journal-title":"Math. Comput. Educ."},{"issue":"1","key":"35_CR8","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1186\/s40594-018-0110-y","volume":"5","author":"AC Graesser","year":"2018","unstructured":"Graesser, A.C., et al.: Electronixtutor: an intelligent tutoring system with multiple learning resources for electronics. Int. STEM Educ. 5(1), 15 (2018)","journal-title":"Int. STEM Educ."},{"doi-asserted-by":"crossref","unstructured":"Hallahan, D.P., Pullen, P.C., Kauffman, J.M., Badar, J.: Exceptional learners. In: Oxford Research Encyclopedia of Education (2020)","key":"35_CR9","DOI":"10.1093\/acrefore\/9780190264093.013.926"},{"unstructured":"Mullis, I.V., Martin, M.O.: TIMSS 2019 Assessment Frameworks. ERIC, Germania (2017)","key":"35_CR10"},{"issue":"4","key":"35_CR11","doi-asserted-by":"publisher","first-page":"427","DOI":"10.1007\/s40593-014-0029-5","volume":"24","author":"BD Nye","year":"2014","unstructured":"Nye, B.D., Graesser, A.C., Hu, X.: AutoTutor and family: a review of 17 years of natural language tutoring. Int. J. Artif. Intell. Educ. 24(4), 427\u2013469 (2014)","journal-title":"Int. J. Artif. Intell. Educ."},{"unstructured":"Park, O.C., Lee, J.: Adaptive instructional systems (2004)","key":"35_CR12"},{"unstructured":"Perez, R.S., Skinner, A., Sottilare, R.A.: \u2013a review of intelligent tutoring systems for science technology engineering and mathematics (stem). Assessment of Intelligent Tutoring Systems Technologies and Opportunities, p. 1 (2018)","key":"35_CR13"},{"issue":"10","key":"35_CR14","doi-asserted-by":"publisher","first-page":"2576","DOI":"10.1109\/TMM.2019.2902489","volume":"21","author":"X Qian","year":"2019","unstructured":"Qian, X., Brutti, A., Lanz, O., Omologo, M., Cavallaro, A.: Multi-speaker tracking from an audio-visual sensing device. IEEE Trans. Multimedia 21(10), 2576\u20132588 (2019)","journal-title":"IEEE Trans. Multimedia"},{"doi-asserted-by":"crossref","unstructured":"Roth, J., et al.: Ava active speaker: an audio-visual dataset for active speaker detection. In: ICASSP 2020\u20132020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 4492\u20134496. IEEE (2020)","key":"35_CR15","DOI":"10.1109\/ICASSP40776.2020.9053900"},{"unstructured":"Sottilare, R., Brawner, K.: Component interaction within the generalized intelligent framework for tutoring (gift) as a model for adaptive instructional system standards. In: The Adaptive Instructional System (AIS) Standards Workshop of the 14th International Conference of the Intelligent Tutoring Systems (ITS) Conference, Montreal, Quebec, Canada (2018)","key":"35_CR16"}],"container-title":["Lecture Notes in Computer Science","Adaptive Instructional Systems. Design and Evaluation"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-77857-6_35","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,2]],"date-time":"2025-07-02T22:07:48Z","timestamp":1751494068000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-77857-6_35"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030778569","9783030778576"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-77857-6_35","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"3 July 2021","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":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 July 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 July 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"hcii2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/2021.hci.international\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}