{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,22]],"date-time":"2025-10-22T20:12:48Z","timestamp":1761163968922,"version":"build-2065373602"},"reference-count":5,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2019,2,1]],"date-time":"2019-02-01T00:00:00Z","timestamp":1548979200000},"content-version":"vor","delay-in-days":396,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"content-domain":{"domain":["asistdl.onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Proc. Assoc. Info. Sci. Tech."],"published-print":{"date-parts":[[2018,1]]},"abstract":"<jats:title>ABSTRACT<\/jats:title>\n                  <jats:p>Video\u2010based learning is increasingly common in higher education; however, the video players available make limited use of logged interaction data to support and guide students' viewing. In this work in progress, we explore the feasibility of aggregating students' annotations of videos (e.g., highlights, notes, and tags) to identify \u201chot spots,\u201d which can signal areas of interest to subsequent learners. We conducted a deployment study with 315 undergraduate students using ViDeX, a video player designed for active viewing. We logged students' use of ViDeX for four months, and then aggregated and graphed their annotations across 13 instructional videos. Our results show that consensus annotations\u2014the video content that has received attention from many students\u2014 may be a feasible, data\u2010driven way to flag information for use by subsequent learners.<\/jats:p>","DOI":"10.1002\/pra2.2018.14505501119","type":"journal-article","created":{"date-parts":[[2019,2,1]],"date-time":"2019-02-01T16:52:19Z","timestamp":1549039939000},"page":"792-793","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Video\u2010based consensus annotations for learning: A feasibility study"],"prefix":"10.1002","volume":"55","author":[{"given":"Samuel","family":"Dodson","sequence":"first","affiliation":[{"name":"University of British Columbia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luanne","family":"Freund","sequence":"additional","affiliation":[{"name":"University of British Columbia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dongwook","family":"Yoon","sequence":"additional","affiliation":[{"name":"University of British Columbia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Matthew","family":"Fong","sequence":"additional","affiliation":[{"name":"University of British Columbia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rick","family":"Kopak","sequence":"additional","affiliation":[{"name":"University of British Columbia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sidney","family":"Fels","sequence":"additional","affiliation":[{"name":"University of British Columbia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2019,2]]},"reference":[{"key":"e_1_2_6_2_1","doi-asserted-by":"crossref","unstructured":"Dodson S. Roll I. Fong M. Yoon D. Harandi N. M. &FelsS.(2018). Active viewing: A framework for understanding student engagement with educational videos.Proceedings of the Fifth ACM Conference on Learning at Scale 24:1\u201324:4.","DOI":"10.1145\/3231644.3231682"},{"key":"e_1_2_6_3_1","doi-asserted-by":"crossref","unstructured":"Fong M. Dodson S. Roll I. &FelsS.(2018). ViDeX: A platform for personalizing educational videos.Proceedings of the 2018 ACM\/IEEE Joint Conference on Digital Libraries 331\u2013332.","DOI":"10.1145\/3197026.3203865"},{"key":"e_1_2_6_4_1","doi-asserted-by":"crossref","unstructured":"Glassman E. L. Kim J. Monroy\u2010Hern\u00e1ndez A. &Morris M. R.(2015). Mudslide: A spatially anchored census of student confusion for online lecture videos.Proceedings of the 33rd ACM Conference on Human Factors in Computing Systems 1555\u20131564.","DOI":"10.1145\/2702123.2702304"},{"key":"e_1_2_6_5_1","doi-asserted-by":"crossref","unstructured":"Kim J. Guo P. J. Cai C. J. Li S. W. D. Gajos K. Z. &Miller R. C.(2014). Data\u2010driven interaction techniques for improving navigation of educational videos.Proceedings of the 27th ACM Symposium on UIST 563\u2013572.","DOI":"10.1145\/2642918.2647389"},{"key":"e_1_2_6_6_1","doi-asserted-by":"crossref","unstructured":"Marshall C.C.(1998). Toward an ecology of hypertext annotation.Proceedings of the Ninth ACM Conference on Hypertext and Hypermedia 40\u201349.","DOI":"10.1145\/276627.276632"}],"container-title":["Proceedings of the Association for Information Science and Technology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1002%2Fpra2.2018.14505501119","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/pra2.2018.14505501119","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/full-xml\/10.1002\/pra2.2018.14505501119","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/asistdl.onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/pra2.2018.14505501119","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,21]],"date-time":"2025-10-21T17:42:45Z","timestamp":1761068565000},"score":1,"resource":{"primary":{"URL":"https:\/\/asistdl.onlinelibrary.wiley.com\/doi\/10.1002\/pra2.2018.14505501119"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,1]]},"references-count":5,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2018,1]]}},"alternative-id":["10.1002\/pra2.2018.14505501119"],"URL":"https:\/\/doi.org\/10.1002\/pra2.2018.14505501119","archive":["Portico"],"relation":{},"ISSN":["2373-9231","2373-9231"],"issn-type":[{"type":"print","value":"2373-9231"},{"type":"electronic","value":"2373-9231"}],"subject":[],"published":{"date-parts":[[2018,1]]},"assertion":[{"value":"2019-02-01","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}