{"id":"https://openalex.org/W2335805127","doi":"https://doi.org/10.1145/2876034.2893427","title":"Towards Cross-domain MOOC Forum Post Classification","display_name":"Towards Cross-domain MOOC Forum Post Classification","publication_year":2016,"publication_date":"2016-04-14","ids":{"openalex":"https://openalex.org/W2335805127","doi":"https://doi.org/10.1145/2876034.2893427","mag":"2335805127"},"language":"en","primary_location":{"id":"doi:10.1145/2876034.2893427","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2876034.2893427","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Third (2016) 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/A5091113555","display_name":"Aneesha Bakharia","orcid":"https://orcid.org/0000-0002-5802-1280"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Aneesha Bakharia","raw_affiliation_strings":["Queensland University of Technology, Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"Queensland University of Technology, Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5091113555"],"corresponding_institution_ids":["https://openalex.org/I160993911"],"apc_list":null,"apc_paid":null,"fwci":7.7366,"has_fulltext":false,"cited_by_count":47,"citation_normalized_percentile":{"value":0.96818692,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"253","last_page":"256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9940000176429749,"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":0.9940000176429749,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9200000166893005,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9082000255584717,"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/domain-adaptation","display_name":"Domain adaptation","score":0.8533776998519897},{"id":"https://openalex.org/keywords/confusion","display_name":"Confusion","score":0.7299001216888428},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.721697211265564},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6880671977996826},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6636327505111694},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6137650012969971},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5218976140022278},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.49123615026474},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.4752088487148285},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.46699750423431396},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44358301162719727},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.43434274196624756},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4122858941555023},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35198140144348145},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.20163047313690186},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.06516540050506592}],"concepts":[{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.8533776998519897},{"id":"https://openalex.org/C2781140086","wikidata":"https://www.wikidata.org/wiki/Q557945","display_name":"Confusion","level":2,"score":0.7299001216888428},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.721697211265564},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6880671977996826},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6636327505111694},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6137650012969971},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5218976140022278},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49123615026474},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.4752088487148285},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.46699750423431396},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44358301162719727},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.43434274196624756},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4122858941555023},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35198140144348145},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.20163047313690186},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.06516540050506592},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2876034.2893427","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2876034.2893427","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Third (2016) ACM Conference on Learning @ Scale","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7200000286102295,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1606344619","https://openalex.org/W2158108973","https://openalex.org/W2163302275","https://openalex.org/W2574248532"],"related_works":["https://openalex.org/W3095487414","https://openalex.org/W3035557009","https://openalex.org/W2901026139","https://openalex.org/W2955172689","https://openalex.org/W2341113105","https://openalex.org/W3204418343","https://openalex.org/W3132602785","https://openalex.org/W2343346879","https://openalex.org/W3046182208","https://openalex.org/W2186589590"],"abstract_inverted_index":{"Preliminary":[0],"research":[1],"is":[2,22,50],"presented":[3],"on":[4,37],"the":[5,52,55,68],"generalisability":[6],"of":[7,70],"confusion,":[8],"urgency":[9],"and":[10,33,60,64],"sentiment":[11],"classifiers":[12,26,36],"for":[13,57],"MOOC":[14,38],"forum":[15,28,39],"posts.":[16],"The":[17],"Stanford":[18],"MOOCPosts":[19],"data":[20],"set":[21],"used":[23],"to":[24],"train":[25],"with":[27],"posts":[29,40],"from":[30,41],"individual":[31],"courses":[32],"validate":[34],"these":[35],"other":[42],"domain":[43,61],"areas.":[44],"While":[45],"low":[46],"cross-domain":[47],"classification":[48],"accuracy":[49],"achieved,":[51],"experiment":[53],"highlights":[54],"need":[56],"transfer":[58],"learning":[59],"adaptation":[62],"algorithms;":[63],"provides":[65],"insight":[66],"into":[67],"types":[69],"algorithms":[71],"required":[72],"within":[73],"an":[74],"educational":[75],"context.":[76]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
