{"id":"https://openalex.org/W3159932839","doi":"https://doi.org/10.1007/978-3-030-70713-2_50","title":"Open Data in Prediction Using Machine Learning: A Systematic Review","display_name":"Open Data in Prediction Using Machine Learning: A Systematic Review","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3159932839","doi":"https://doi.org/10.1007/978-3-030-70713-2_50","mag":"3159932839"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-70713-2_50","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-70713-2_50","pdf_url":null,"source":{"id":"https://openalex.org/S4210216571","display_name":"Lecture notes on data engineering and communications technologies","issn_l":"2367-4512","issn":["2367-4512","2367-4520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes on Data Engineering and Communications Technologies","raw_type":"book-chapter"},"type":"review","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/A5013852179","display_name":"Norismiza Ismail","orcid":"https://orcid.org/0000-0002-9822-6969"},"institutions":[{"id":"https://openalex.org/I65079550","display_name":"Universiti Malaysia Perlis","ror":"https://ror.org/00xmkb790","country_code":"MY","type":"education","lineage":["https://openalex.org/I65079550"]},{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Norismiza Ismail","raw_affiliation_strings":["Digital Management and Development Centre, Universiti Malaysia Perlis, Arau, Malaysia","School of Computer Sciences, Universiti Sains Malaysia, Penang, Malaysia"],"affiliations":[{"raw_affiliation_string":"Digital Management and Development Centre, Universiti Malaysia Perlis, Arau, Malaysia","institution_ids":["https://openalex.org/I65079550"]},{"raw_affiliation_string":"School of Computer Sciences, Universiti Sains Malaysia, Penang, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006630819","display_name":"Umi Kalsom Yusof","orcid":"https://orcid.org/0000-0003-4358-7430"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Umi Kalsom Yusof","raw_affiliation_strings":["School of Computer Sciences, Universiti Sains Malaysia, Penang, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Computer Sciences, Universiti Sains Malaysia, Penang, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5013852179"],"corresponding_institution_ids":["https://openalex.org/I139322472","https://openalex.org/I65079550"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16415869,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"536","last_page":"553"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.982200026512146,"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"}},"topics":[{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.982200026512146,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9781000018119812,"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"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9617999792098999,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/scopus","display_name":"Scopus","score":0.7837627530097961},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.5993552803993225},{"id":"https://openalex.org/keywords/open-government","display_name":"Open government","score":0.5712448358535767},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5386165976524353},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5078330636024475},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.48824742436408997},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.4612959623336792},{"id":"https://openalex.org/keywords/open-data","display_name":"Open data","score":0.44269344210624695},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.26854372024536133},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.16487151384353638},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.09570670127868652}],"concepts":[{"id":"https://openalex.org/C83867959","wikidata":"https://www.wikidata.org/wiki/Q371467","display_name":"Scopus","level":3,"score":0.7837627530097961},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.5993552803993225},{"id":"https://openalex.org/C2777221391","wikidata":"https://www.wikidata.org/wiki/Q720829","display_name":"Open government","level":3,"score":0.5712448358535767},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5386165976524353},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5078330636024475},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.48824742436408997},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.4612959623336792},{"id":"https://openalex.org/C2780535194","wikidata":"https://www.wikidata.org/wiki/Q309901","display_name":"Open data","level":2,"score":0.44269344210624695},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.26854372024536133},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.16487151384353638},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.09570670127868652},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-70713-2_50","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-70713-2_50","pdf_url":null,"source":{"id":"https://openalex.org/S4210216571","display_name":"Lecture notes on data engineering and communications technologies","issn_l":"2367-4512","issn":["2367-4512","2367-4520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes on Data Engineering and Communications Technologies","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W11035935","https://openalex.org/W27240677","https://openalex.org/W1602396943","https://openalex.org/W1847488925","https://openalex.org/W1951346517","https://openalex.org/W1958389081","https://openalex.org/W1964454581","https://openalex.org/W1996333509","https://openalex.org/W1997326065","https://openalex.org/W2005938137","https://openalex.org/W2015191210","https://openalex.org/W2024850115","https://openalex.org/W2041563290","https://openalex.org/W2061075433","https://openalex.org/W2061643308","https://openalex.org/W2066382519","https://openalex.org/W2108410964","https://openalex.org/W2149922838","https://openalex.org/W2159084491","https://openalex.org/W2294535243","https://openalex.org/W2317804006","https://openalex.org/W2335513594","https://openalex.org/W2408155105","https://openalex.org/W2523973299","https://openalex.org/W2524663546","https://openalex.org/W2563738891","https://openalex.org/W2575826088","https://openalex.org/W2579302518","https://openalex.org/W2580322843","https://openalex.org/W2587262656","https://openalex.org/W2594726253","https://openalex.org/W2603585287","https://openalex.org/W2611652476","https://openalex.org/W2730123083","https://openalex.org/W2743649567","https://openalex.org/W2765341493","https://openalex.org/W2769614055","https://openalex.org/W2773900012","https://openalex.org/W2792676042","https://openalex.org/W2801281046","https://openalex.org/W2807392119","https://openalex.org/W2896032403","https://openalex.org/W2896667489","https://openalex.org/W2901040511","https://openalex.org/W2905213922","https://openalex.org/W2918040973","https://openalex.org/W2934666113","https://openalex.org/W2942440036","https://openalex.org/W2963064838","https://openalex.org/W2963792940","https://openalex.org/W2967835478","https://openalex.org/W2971469780","https://openalex.org/W2972955753","https://openalex.org/W2981863007","https://openalex.org/W2991625415","https://openalex.org/W2995700869","https://openalex.org/W3005190994","https://openalex.org/W3013559504","https://openalex.org/W3014421158","https://openalex.org/W3017463507","https://openalex.org/W3023415355","https://openalex.org/W3041192002","https://openalex.org/W3049703777","https://openalex.org/W3201771152","https://openalex.org/W4232788094","https://openalex.org/W4240769589","https://openalex.org/W4245861846","https://openalex.org/W4247066434"],"related_works":["https://openalex.org/W2588480360","https://openalex.org/W2802648597","https://openalex.org/W2351298533","https://openalex.org/W12014040","https://openalex.org/W3176772666","https://openalex.org/W2810054926","https://openalex.org/W2773217210","https://openalex.org/W2476658254","https://openalex.org/W4233421760","https://openalex.org/W3096807321"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}