{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T02:46:47Z","timestamp":1710298007942},"reference-count":40,"publisher":"World Scientific Pub Co Pte Lt","issue":"03","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Vietnam J. Comp. Sci."],"published-print":{"date-parts":[[2019,8]]},"abstract":"<jats:p> There are several issues compromising the educational role of social networks, particularly in the case of video-based online content. Among them, individual (cognitive and emotional), social (privacy and ethics) and structural (algorithmic bias) challenges can be found. To cope with such issues, we propose a recommendation system for online video content, applying the principles of sustainable design. Precision and recall in English were slightly lower for the system in comparison to YouTube, but the variety of recommended items increased; while in Spanish, precision and recall were higher. Expected results include fostering the adoption of complex thinking by taking on account a user\u2019s objective and subjective contexts. <\/jats:p>","DOI":"10.1142\/s2196888819500179","type":"journal-article","created":{"date-parts":[[2019,6,10]],"date-time":"2019-06-10T07:11:27Z","timestamp":1560150687000},"page":"329-342","source":"Crossref","is-referenced-by-count":4,"title":["A Video Recommendation System for Complex Topic Learning Based on a Sustainable Design Approach"],"prefix":"10.1142","volume":"06","author":[{"given":"Vargas Meza","family":"Xanat","sequence":"first","affiliation":[{"name":"Department of Kansei, Behavioral and Brain Sciences, Graduate School of Comprehensive Human Sciences, The University of Tsukuba, 1-1-1 Tennodai Tsukuba, Ibaraki 305-8577, Japan"}]},{"given":"Yamanaka","family":"Toshimasa","sequence":"additional","affiliation":[{"name":"Department of Art and Design, School of Art and Design, The University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8577, Japan"}]}],"member":"219","published-online":{"date-parts":[[2019,8,14]]},"reference":[{"key":"S2196888819500179BIB002","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2005.99"},{"key":"S2196888819500179BIB003","first-page":"406","volume-title":"The YouTube Reader","author":"Andrejevic M.","year":"2009"},{"key":"S2196888819500179BIB004","doi-asserted-by":"publisher","DOI":"10.1126\/science.aaa1160"},{"key":"S2196888819500179BIB005","doi-asserted-by":"publisher","DOI":"10.1177\/0956797615594620"},{"key":"S2196888819500179BIB006","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2013.03.012"},{"key":"S2196888819500179BIB007","volume":"3","author":"Burroughs B.","year":"2017","journal-title":"Soc. Media+Soc."},{"key":"S2196888819500179BIB008","first-page":"13","volume-title":"Proc. Int. J. Instructional Technology and Distance Learning","volume":"5","author":"Burke S. C.","year":"2008"},{"key":"S2196888819500179BIB009","first-page":"19","volume":"41","author":"Cardenas A.","year":"2017","journal-title":"Cuadernos. info"},{"key":"S2196888819500179BIB011","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959190"},{"key":"S2196888819500179BIB012","volume-title":"Proc. Conf. Int. Communication Association","author":"Diesner J.","year":"2014"},{"key":"S2196888819500179BIB013","doi-asserted-by":"crossref","first-page":"52","DOI":"10.7764\/disena.12.52-69","volume":"12","author":"Ehn P.","year":"2018","journal-title":"Dise\u00f1a"},{"key":"S2196888819500179BIB014","first-page":"26","volume":"42","author":"Eick C. J.","year":"2012","journal-title":"J. Coll. Sci. Teach."},{"key":"S2196888819500179BIB015","doi-asserted-by":"publisher","DOI":"10.1177\/097340821000400207"},{"key":"S2196888819500179BIB016","doi-asserted-by":"publisher","DOI":"10.1145\/3099023.3099096"},{"key":"S2196888819500179BIB017","volume-title":"Partisan Media and Political Distrust","author":"Grossmann M.","year":"2018"},{"key":"S2196888819500179BIB018","doi-asserted-by":"publisher","DOI":"10.1080\/00038628.2011.582369"},{"key":"S2196888819500179BIB019","doi-asserted-by":"publisher","DOI":"10.1016\/j.gloenvcha.2015.11.002"},{"key":"S2196888819500179BIB020","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-954X.2004.00451.x"},{"key":"S2196888819500179BIB022","volume-title":"Learning from YouTube","author":"Juhasz A.","year":"2011"},{"key":"S2196888819500179BIB023","volume":"4","author":"Kampf C. E.","year":"2018","journal-title":"Soc. Media+Soc."},{"key":"S2196888819500179BIB024","first-page":"48","volume-title":"Internet and Emotions","author":"Kuster D.","year":"2013"},{"key":"S2196888819500179BIB025","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-006-0002-1"},{"key":"S2196888819500179BIB027","doi-asserted-by":"publisher","DOI":"10.1145\/3233773"},{"key":"S2196888819500179BIB028","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-017-4827-2"},{"key":"S2196888819500179BIB030","doi-asserted-by":"publisher","DOI":"10.18295\/squmj.2015.15.03.009"},{"key":"S2196888819500179BIB031","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8640.2012.00460.x"},{"key":"S2196888819500179BIB032","volume-title":"Teaching, Learning, and Sharing: How Today\u2019s Higher Education Faculty Use Social Media","author":"Moran M.","year":"2011"},{"key":"S2196888819500179BIB033","doi-asserted-by":"publisher","DOI":"10.1109\/TETC.2017.2705341"},{"key":"S2196888819500179BIB034","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/9780262015448.001.0001"},{"key":"S2196888819500179BIB035","first-page":"246","volume-title":"Twenty Lessons in Environmental Sociology","author":"Norgaard K. M.","year":"2014"},{"key":"S2196888819500179BIB037","unstructured":"C. Prado, in  Forum Paulo Freire \u2014 V Encuentro Internacional: Sendas de Freire: Opresiones, Resistencias y Emancipaciones en un Nuevo Paradigma de Vida, eds.   D. Monferrer,  I. A. Guadas,  P. M. Ortiz and  P. A. Guadas  (Instituto Paulo Freire de Espa\u00f1a y CREC,  X\u00e0tiva,  2006), pp. 169\u2013211 (in Spanish)."},{"key":"S2196888819500179BIB040","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1075"},{"key":"S2196888819500179BIB041","volume-title":"Artificial Neural Networks","volume":"1","author":"Schalkoff R. J.","year":"1997"},{"key":"S2196888819500179BIB042","doi-asserted-by":"publisher","DOI":"10.1002\/asi.21416"},{"key":"S2196888819500179BIB043","first-page":"433","volume-title":"Routledge Handbook of Sustainable Design","author":"Tonkinwise C.","year":"2018"},{"key":"S2196888819500179BIB044","doi-asserted-by":"publisher","DOI":"10.1109\/CogInfoCom.2013.6719266"},{"key":"S2196888819500179BIB045","first-page":"367","volume-title":"Proc. Int. Conf. Computational Collective Intelligence","author":"Meza X. Vargas","year":"2017"},{"key":"S2196888819500179BIB046","doi-asserted-by":"publisher","DOI":"10.5057\/ijae.IJAE-D-17-00010"},{"key":"S2196888819500179BIB048","doi-asserted-by":"publisher","DOI":"10.2991\/ijcis.2017.10.1.52"},{"key":"S2196888819500179BIB050","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2873106"}],"container-title":["Vietnam Journal of Computer Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S2196888819500179","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,14]],"date-time":"2019-08-14T07:24:39Z","timestamp":1565767479000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S2196888819500179"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,8]]},"references-count":40,"journal-issue":{"issue":"03","published-online":{"date-parts":[[2019,8,14]]},"published-print":{"date-parts":[[2019,8]]}},"alternative-id":["10.1142\/S2196888819500179"],"URL":"https:\/\/doi.org\/10.1142\/s2196888819500179","relation":{},"ISSN":["2196-8888","2196-8896"],"issn-type":[{"value":"2196-8888","type":"print"},{"value":"2196-8896","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,8]]}}}