{"@context":"http://iiif.io/api/presentation/3/context.json","id":"https://ualberta.aviaryplatform.com/iiif/m901z44164/manifest","type":"Manifest","label":{"en":[" From Data to Decision: S2E4: Harvey"]},"logo":"https://d9jk7wjtjpu5g.cloudfront.net/organizations/logo_images/000/000/128/original/UA_Logo_WHT_RGB_%281%29.png?1725471982","metadata":[{"label":{"en":["Agent"]},"value":{"en":["University of Alberta, From Data to Decision program (Creator)","Kolle, Harvey Ngoe (Host)","Jawad, Ahmad (Interviewee)","Merklinger, Tom (Composer)","Merklinger, Tom (Recording engineer)","Ingram, Katrina (Producer)","Merklinger, Tom (Producer)","Visual assets designed Dr. Daniel Baumgart (Artist)"]}},{"label":{"en":["Type"]},"value":{"en":["Podcast","Interview"]}},{"label":{"en":["Date"]},"value":{"en":["2026-03-05 (issued)"]}},{"label":{"en":["Language"]},"value":{"en":["English"]}},{"label":{"en":["Description"]},"value":{"en":["\u003cp\u003eIn this episode, student Harvey Ngoe Kolle shares a research journey reflection, and interviews edtech entrepreneur Ahmad Jawad of DOCEO. DOCEO offers a range of data powered, AI enabled products for educators. Harvey’s research is focused on machine learning models for generating personalized feedback in education, using student behavior data to support meaningful learning.\u003c/p\u003e"]}},{"label":{"en":["Subject"]},"value":{"en":["Artificial Intelligence (Topical)","Data (Topical)","Research (Topical)","Edtech (Topical)","Education (Topical)"]}},{"label":{"en":["Rights Statement"]},"value":{"en":["\u003cp\u003eThis item is \u003ca href=\"https://rightsstatements.org/page/InC/1.0/?language=en\"\u003eIn Copyright \u003c/a\u003eand is made available for non-commercial research and educational purposes. No permission is required from the rights-holder(s) for educational uses. You may display/perform this material for non-commercial research or teaching purposes. For further questions or for requesting other permissions, please contact the \u003ca href=\"mailto:sshpod@ualberta.ca\"\u003eCollege of Social Sciences and Humanities\u003c/a\u003e.\u003c/p\u003e\r\n\u003cp\u003e \u003c/p\u003e"]}}],"summary":{"en":["\u003cp\u003eIn this episode, student Harvey Ngoe Kolle shares a research journey reflection, and interviews edtech entrepreneur Ahmad Jawad of DOCEO. DOCEO offers a range of data powered, AI enabled products for educators. Harvey\u0026rsquo;s research is focused on machine learning models for generating personalized feedback in education, using student behavior data to support meaningful learning.\u003c/p\u003e"]},"requiredStatement":{"label":{"en":["Attribution"]},"value":{"en":["\u003cp\u003eThis item is \u003ca href=\"https://rightsstatements.org/page/InC/1.0/?language=en\"\u003eIn Copyright \u003c/a\u003eand is made available for non-commercial research and educational purposes. No permission is required from the rights-holder(s) for educational uses. You may display/perform this material for non-commercial research or teaching purposes. For further questions or for requesting other permissions, please contact the \u003ca href=\"mailto:sshpod@ualberta.ca\"\u003eCollege of Social Sciences and Humanities\u003c/a\u003e.\u003c/p\u003e\r\n\u003cp\u003e\u0026nbsp;\u003c/p\u003e"]}},"provider":[{"id":"https://ualberta.aviaryplatform.com/aboutus","type":"Agent","label":{"en":["University of Alberta Library"]},"homepage":[{"id":"https://ualberta.aviaryplatform.com/","type":"Text","label":{"en":["University of Alberta Library"]},"format":"text/html"}],"logo":[{"id":"https://d9jk7wjtjpu5g.cloudfront.net/organizations/logo_images/000/000/128/original/UA_Logo_WHT_RGB_%281%29.png?1725471982","type":"Image"}]}],"thumbnail":[{"id":"https://d9jk7wjtjpu5g.cloudfront.net/collections/default_thumbs/000/003/323/small/FD2D-PODCAST-SQUARE-Kopie-3000_%281%29.png?1749226232","type":"Image","format":"image/png"}],"items":[{"id":"https://ualberta.aviaryplatform.com/collections/3323/collection_resources/167106/file/303990","type":"Canvas","label":{"en":["Media File 1 of 1 - 2026-02-20_-_FD2D_Series_02_-_Harvey_01.wav"]},"duration":2660.87499,"width":640,"height":40,"thumbnail":[{"id":"https://d9jk7wjtjpu5g.cloudfront.net/collections/default_thumbs/000/003/323/small/FD2D-PODCAST-SQUARE-Kopie-3000_%281%29.png?1749226232","type":"Image","format":"image/png"}],"items":[{"id":"https://ualberta.aviaryplatform.com/collections/3323/collection_resources/167106/file/303990/content/1","type":"AnnotationPage","items":[{"id":"https://ualberta.aviaryplatform.com/collections/3323/collection_resources/167106/file/303990/content/1/annotation/1","type":"Annotation","motivation":"painting","body":{"id":"https://aviary-p-ualberta.s3.wasabisys.com/collection_resource_files/resource_files/000/303/990/original/2026-02-20_-_FD2D_Series_02_-_Harvey_01.wav?1772750376","type":"Audio","format":"audio/wav","duration":2660.87499,"width":640,"height":40},"target":"https://ualberta.aviaryplatform.com/collections/3323/collection_resources/167106/file/303990","metadata":[]}]}],"annotations":[]}]}