{"id":"https://openalex.org/W2964513457","doi":"https://doi.org/10.1145/3330430.3333624","title":"On the Acceptance and Usefulness of Personalized Learning Objectives in MOOCs","display_name":"On the Acceptance and Usefulness of Personalized Learning Objectives in MOOCs","publication_year":2019,"publication_date":"2019-06-24","ids":{"openalex":"https://openalex.org/W2964513457","doi":"https://doi.org/10.1145/3330430.3333624","mag":"2964513457"},"language":"en","primary_location":{"id":"doi:10.1145/3330430.3333624","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3330430.3333624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Sixth (2019) ACM Conference on Learning @ Scale","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/A5108263623","display_name":"Tobias Rohloff","orcid":null},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Tobias Rohloff","raw_affiliation_strings":["Hasso Plattner Institute, Potsdam, Germany"],"affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, Potsdam, Germany","institution_ids":["https://openalex.org/I143288331"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087738851","display_name":"Dominic Sauer","orcid":null},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dominic Sauer","raw_affiliation_strings":["Hasso Plattner Institute, Potsdam, Germany"],"affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, Potsdam, Germany","institution_ids":["https://openalex.org/I143288331"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102919398","display_name":"Christoph Meinel","orcid":"https://orcid.org/0000-0002-3410-3193"},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Meinel","raw_affiliation_strings":["Hasso Plattner Institute, Potsdam, Germany"],"affiliations":[{"raw_affiliation_string":"Hasso Plattner Institute, Potsdam, Germany","institution_ids":["https://openalex.org/I143288331"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5108263623"],"corresponding_institution_ids":["https://openalex.org/I143288331"],"apc_list":null,"apc_paid":null,"fwci":3.9121,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.93535236,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":1.0,"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":1.0,"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/T14246","display_name":"E-Learning and Knowledge Management","score":0.9606000185012817,"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/T10162","display_name":"Online and Blended Learning","score":0.9465000033378601,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/context","display_name":"Context (archaeology)","score":0.6439433097839355},{"id":"https://openalex.org/keywords/certification","display_name":"Certification","score":0.6250231266021729},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5914700031280518},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"Personalized learning","score":0.5084508657455444},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5021274089813232},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4908776879310608},{"id":"https://openalex.org/keywords/massive-open-online-course","display_name":"Massive open online course","score":0.4853910207748413},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.45013418793678284},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4456268548965454},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.4255828559398651},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3979775011539459},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.37061062455177307},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3232048451900482},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3016241192817688},{"id":"https://openalex.org/keywords/open-learning","display_name":"Open learning","score":0.27554094791412354},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.272058367729187},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.20405831933021545},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.20015659928321838},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.15742161870002747}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6439433097839355},{"id":"https://openalex.org/C46304622","wikidata":"https://www.wikidata.org/wiki/Q374814","display_name":"Certification","level":2,"score":0.6250231266021729},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5914700031280518},{"id":"https://openalex.org/C142039133","wikidata":"https://www.wikidata.org/wiki/Q3620943","display_name":"Personalized learning","level":5,"score":0.5084508657455444},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5021274089813232},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4908776879310608},{"id":"https://openalex.org/C2777808570","wikidata":"https://www.wikidata.org/wiki/Q967853","display_name":"Massive open online course","level":2,"score":0.4853910207748413},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.45013418793678284},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4456268548965454},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.4255828559398651},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3979775011539459},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.37061062455177307},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3232048451900482},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3016241192817688},{"id":"https://openalex.org/C15122004","wikidata":"https://www.wikidata.org/wiki/Q385756","display_name":"Open learning","level":4,"score":0.27554094791412354},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.272058367729187},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.20405831933021545},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.20015659928321838},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.15742161870002747},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3330430.3333624","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3330430.3333624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Sixth (2019) ACM Conference on Learning @ Scale","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W139681246","https://openalex.org/W1678084289","https://openalex.org/W1741890539","https://openalex.org/W1757772857","https://openalex.org/W1791587663","https://openalex.org/W2012265254","https://openalex.org/W2027859517","https://openalex.org/W2046127588","https://openalex.org/W2096050496","https://openalex.org/W2162821268","https://openalex.org/W2164972124","https://openalex.org/W2165427613","https://openalex.org/W2278229722","https://openalex.org/W2341021244","https://openalex.org/W2395074686","https://openalex.org/W2403001724","https://openalex.org/W2471699996","https://openalex.org/W2505781177","https://openalex.org/W2515454359","https://openalex.org/W2528720667","https://openalex.org/W2586727313","https://openalex.org/W2592491576","https://openalex.org/W2608176499","https://openalex.org/W2754780169","https://openalex.org/W2791157908","https://openalex.org/W2885363606"],"related_works":["https://openalex.org/W4390717223","https://openalex.org/W3014712662","https://openalex.org/W2997046041","https://openalex.org/W3207368856","https://openalex.org/W2357268223","https://openalex.org/W4210812943","https://openalex.org/W4387639281","https://openalex.org/W2021153153","https://openalex.org/W4207030494","https://openalex.org/W2409707217"],"abstract_inverted_index":{"With":[0],"Massive":[1],"Open":[2],"Online":[3],"Courses":[4],"(MOOCs)":[5],"the":[6,106,131,154,159,168,172],"number":[7],"of":[8,111],"people":[9],"having":[10],"access":[11],"to":[12,19,73,87,149,158],"higher":[13],"education":[14],"increased":[15],"rapidly.":[16],"The":[17,161],"intentions":[18],"enroll":[20],"for":[21,61,68,91,105,174],"a":[22,55,103,116,127,137,145,164],"specific":[23],"course":[24],"vary":[25],"significantly":[26],"and":[27,36,58,70,108,121],"depend":[28],"on":[29],"one's":[30],"professional":[31],"or":[32],"personal":[33],"learning":[34,48,72,83,97,113],"needs":[35],"interests.":[37],"All":[38],"learners":[39],"have":[40],"in":[41,78,94,115,141],"common":[42],"that":[43],"they":[44],"pursue":[45],"their":[46],"individual":[47],"objectives.":[49],"However,":[50],"predominant":[51],"MOOC":[52,117],"platforms":[53],"follow":[54],"one-size-fits-all":[56],"approach":[57],"primarily":[59],"aim":[60],"completion":[62],"with":[63,126,136],"certification.":[64],"Specifically,":[65],"technical":[66,109],"support":[67],"goal-oriented":[69],"self-regulated":[71],"date":[74],"is":[75,119,124,134],"very":[76],"limited":[77],"this":[79,100],"context":[80],"although":[81],"both":[82],"strategies":[84],"are":[85],"proven":[86],"be":[88],"key":[89],"factors":[90],"students'":[92],"achievement":[93],"large-scale":[95],"online":[96],"environments.":[98],"In":[99],"first":[101],"investigation,":[102],"concept":[104],"application":[107],"integration":[110],"personalized":[112],"objectives":[114],"platform":[118],"realized":[120],"assessed.":[122],"It":[123],"evaluated":[125],"mixed-method":[128],"approach.":[129],"First,":[130],"learners'":[132],"acceptance":[133],"examined":[135],"multivariate":[138],"A/B":[139],"test":[140],"two":[142],"courses.":[143],"Second,":[144],"survey":[146],"was":[147],"conducted":[148],"gather":[150],"further":[151],"feed-back":[152],"about":[153],"perceived":[155],"usefulness,":[156],"next":[157],"acceptance.":[160],"results":[162],"show":[163],"positive":[165],"perception":[166],"by":[167],"learners,":[169],"which":[170],"paves":[171],"way":[173],"future":[175],"research.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
