{"id":"https://openalex.org/W2803315523","doi":null,"title":"Big Data Analysis in Higher Education: Promises and Pitfalls","display_name":"Big Data Analysis in Higher Education: Promises and Pitfalls","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2803315523","mag":"2803315523"},"language":"en","primary_location":{"id":"pmh:oai:dash.harvard.edu:1/34785368","doi":null,"is_oa":true,"landing_page_url":"http://nrs.harvard.edu/urn-3:HUL.InstRepos:34785368","pdf_url":"http://nrs.harvard.edu/urn-3:HUL.InstRepos:34785368","source":{"id":"https://openalex.org/S4306401540","display_name":"Digital Access to Scholarship at Harvard (DASH) (Harvard University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I136199984","host_organization_name":"Harvard University","host_organization_lineage":["https://openalex.org/I136199984"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://nrs.harvard.edu/urn-3:HUL.InstRepos:34785368","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112293872","display_name":"CHRISTOPHER J. DEDE","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christopher Dede","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031944875","display_name":"Andrew Dean Ho","orcid":"https://orcid.org/0000-0003-1287-9844","observed_orcids":["https://orcid.org/0000-0003-1287-9844"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrew Ho","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-1287-9844","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5012620828","display_name":"Piotr Mitros","orcid":"https://orcid.org/0000-0002-4882-280X","observed_orcids":["https://orcid.org/0000-0002-4882-280X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Piotr Mitros","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.7039,"has_fulltext":true,"cited_by_count":36,"citation_normalized_percentile":{"value":0.94572108,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.8012999892234802,"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":0.8012999892234802,"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/T14280","display_name":"Big Data Technologies and Applications","score":0.15379999577999115,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13676","display_name":"Educational and Technological Research","score":0.0052999998442828655,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.859000027179718},{"id":"https://openalex.org/keywords/higher-education","display_name":"higher education","score":0.9810000061988831},{"id":"https://openalex.org/keywords/data-intensive-science","display_name":"data-intensive research","score":0.875},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"knowledge extraction","score":0.9470000267028809},{"id":"https://openalex.org/keywords/data-analysis","display_name":"data analysis","score":0.4480000138282776},{"id":"https://openalex.org/keywords/educational-data","display_name":"educational data","score":0.6669999957084656}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.550372302532196},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.5358665585517883},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4124002754688263},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.40488263964653015},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3866024315357208},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.34970468282699585},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3215392827987671},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2583274841308594},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.16529658436775208},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:dash.harvard.edu:1/34785368","doi":null,"is_oa":true,"landing_page_url":"http://nrs.harvard.edu/urn-3:HUL.InstRepos:34785368","pdf_url":"http://nrs.harvard.edu/urn-3:HUL.InstRepos:34785368","source":{"id":"https://openalex.org/S4306401540","display_name":"Digital Access to Scholarship at Harvard (DASH) (Harvard University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I136199984","host_organization_name":"Harvard University","host_organization_lineage":["https://openalex.org/I136199984"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"mag:2803315523","doi":null,"is_oa":false,"landing_page_url":"https://dash.harvard.edu/handle/1/34785368","pdf_url":null,"source":{"id":"https://openalex.org/S4210176718","display_name":"Educational Review","issn_l":"0013-1911","issn":["0013-1911","1465-3397"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","erih-plus","jufo-2","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Educational Review","raw_type":null}],"best_oa_location":{"id":"pmh:oai:dash.harvard.edu:1/34785368","doi":null,"is_oa":true,"landing_page_url":"http://nrs.harvard.edu/urn-3:HUL.InstRepos:34785368","pdf_url":"http://nrs.harvard.edu/urn-3:HUL.InstRepos:34785368","source":{"id":"https://openalex.org/S4306401540","display_name":"Digital Access to Scholarship at Harvard (DASH) (Harvard University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I136199984","host_organization_name":"Harvard University","host_organization_lineage":["https://openalex.org/I136199984"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.9235000014305115,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2803315523.pdf","grobid_xml":"https://content.openalex.org/works/W2803315523.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3154012997","https://openalex.org/W1832217497","https://openalex.org/W2507960631","https://openalex.org/W2614528974","https://openalex.org/W2996810242","https://openalex.org/W4297629258","https://openalex.org/W1600528595","https://openalex.org/W7198857128","https://openalex.org/W4256725369","https://openalex.org/W3215390271"],"abstract_inverted_index":{"The":[0],"grand":[1],"challenge":[2],"in":[3,8],"data-intensive":[4],"research":[5],"and":[6,28,38],"analysis":[7],"higher":[9],"education":[10],"is":[11],"to":[12,16,29],"find":[13],"the":[14,20,39],"means":[15],"extract":[17],"knowledge":[18],"from":[19],"extremely":[21],"rich":[22],"data":[23],"sets":[24],"being":[25],"generated":[26],"today":[27],"distill":[30],"this":[31],"into":[32],"usable":[33],"information":[34],"for":[35],"students,":[36],"instructors,":[37],"public.":[40]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":1}],"updated_date":"2026-09-22T06:50:58.402377","created_date":"2018-06-01T00:00:00"}
