{"id":"https://openalex.org/W2760808399","doi":"https://doi.org/10.1145/3125659.3125692","title":"On the Likes and Dislikes of YouTube's Educational Videos","display_name":"On the Likes and Dislikes of YouTube's Educational Videos","publication_year":2017,"publication_date":"2017-09-27","ids":{"openalex":"https://openalex.org/W2760808399","doi":"https://doi.org/10.1145/3125659.3125692","mag":"2760808399"},"language":"en","primary_location":{"id":"doi:10.1145/3125659.3125692","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3125659.3125692","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th Annual Conference on Information Technology Education","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038842092","display_name":"Abdulhadi Shoufan","orcid":"https://orcid.org/0000-0002-3968-8637"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Abdulhadi Shoufan","raw_affiliation_strings":["Khalifa University, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073621490","display_name":"Fatma Mohamed","orcid":"https://orcid.org/0000-0002-0632-9208"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Fatma Mohamed","raw_affiliation_strings":["Khalifa University, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1758,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.84143694,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"127","last_page":"132"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.927299976348877,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12720","display_name":"Multimedia Communication and Technology","score":0.9211999773979187,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/whiteboard","display_name":"Whiteboard","score":0.6097833514213562},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5634544491767883},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5622028112411499},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4949890971183777},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.45796966552734375},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.41035863757133484},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3730742931365967},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.33976131677627563},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15597113966941833}],"concepts":[{"id":"https://openalex.org/C2780315633","wikidata":"https://www.wikidata.org/wiki/Q16354","display_name":"Whiteboard","level":2,"score":0.6097833514213562},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5634544491767883},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5622028112411499},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4949890971183777},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.45796966552734375},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.41035863757133484},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3730742931365967},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33976131677627563},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15597113966941833},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3125659.3125692","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3125659.3125692","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th Annual Conference on Information Technology Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8600000143051147,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W351256882","https://openalex.org/W566300828","https://openalex.org/W825969689","https://openalex.org/W1610396673","https://openalex.org/W1897177640","https://openalex.org/W1970666796","https://openalex.org/W1983459460","https://openalex.org/W1990577453","https://openalex.org/W1993333047","https://openalex.org/W1994539548","https://openalex.org/W1994700218","https://openalex.org/W2051525497","https://openalex.org/W2099493094","https://openalex.org/W2142122625","https://openalex.org/W2166454032","https://openalex.org/W2168640293","https://openalex.org/W2169368616","https://openalex.org/W2476525687","https://openalex.org/W2500313244","https://openalex.org/W2529512066","https://openalex.org/W2592014230"],"related_works":["https://openalex.org/W2021639399","https://openalex.org/W2068995894","https://openalex.org/W2157847246","https://openalex.org/W3186199814","https://openalex.org/W2140513877","https://openalex.org/W2511500364","https://openalex.org/W1574069768","https://openalex.org/W2381649961","https://openalex.org/W2392078207","https://openalex.org/W2138363192"],"abstract_inverted_index":{"As":[0],"major":[1],"product":[2],"of":[3,17,27,38,54,75,98,105,111,123,135,141,199,211,233],"information":[4,18],"technology,":[5],"YouTube":[6,32],"is":[7,49,215,225],"a":[8,44,166,204],"ubiquitous":[9],"source":[10],"for":[11],"education,":[12],"also":[13],"in":[14,36,231],"the":[15,24,52,60,96,103,121,133,159,193,197,209],"field":[16],"technology.":[19],"Learners,":[20],"however,":[21],"are":[22],"facing":[23],"increasing":[25],"problem":[26],"finding":[28],"appropriate":[29],"videos":[30,84,179],"on":[31,172],"efficiently.":[33],"Users'":[34],"rating":[35,74],"terms":[37,232],"Likes":[39,55,99,124,142,188],"and":[40,56,72,87,89,102,115,150,157,208],"Dislikes":[41,57,106,136,200],"could":[42],"provide":[43],"starting":[45],"point.":[46],"However,":[47],"it":[48],"unclear":[50],"what":[51],"number":[53,97,104,122,134,140,198],"reveal":[58],"about":[59],"video.":[61,237],"This":[62,220],"paper":[63,173],"tries":[64],"to":[65,218,227],"create":[66],"links":[67],"between":[68],"different":[69,112],"video":[70,113,148],"features":[71,114],"users'":[73,229],"YouTube's":[76],"educational":[77,83,236],"content.":[78],"For":[79],"this":[80],"purpose,":[81],"300":[82],"were":[85,92],"collected":[86],"analyzed":[88],"regression":[90],"models":[91],"established":[93],"that":[94,120,180,195,222],"describe":[95],"per":[100,107,125,137,143,155,189,201],"view":[101,108,126,144,202],"as":[109,165,176,178],"functions":[110],"production":[116],"styles.":[117],"Results":[118],"show":[119],"can":[127],"be":[128],"predicted":[129],"more":[130,182,187],"reliably":[131],"than":[132,183],"view.":[138,190],"The":[139],"increases":[145],"with":[146],"higher":[147,151],"resolution":[149],"talking":[152],"rate":[153],"(words":[154],"second),":[156],"when":[158],"instructor":[160],"or":[161,174],"tutor":[162],"speaks":[163],"English":[164],"native":[167],"language.":[168],"Videos":[169],"using":[170],"explanations":[171],"whiteboard":[175],"well":[177],"use":[181],"one":[184],"style":[185],"attract":[186],"In":[191],"contrast,":[192],"model":[194],"describes":[196],"has":[203],"low":[205],"adjusted":[206],"R-squared":[207],"contribution":[210],"its":[212],"significant":[213],"variables":[214],"rather":[216],"difficult":[217],"interpret.":[219],"suggests":[221],"further":[223],"research":[224],"required":[226],"understand":[228],"behavior":[230],"disliking":[234],"an":[235]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}