{"id":"https://openalex.org/W4224143319","doi":"https://doi.org/10.1038/s42256-022-00475-7","title":"Barriers to academic data science research in the new realm of algorithmic behaviour modification by digital platforms","display_name":"Barriers to academic data science research in the new realm of algorithmic behaviour modification by digital platforms","publication_year":2022,"publication_date":"2022-04-18","ids":{"openalex":"https://openalex.org/W4224143319","doi":"https://doi.org/10.1038/s42256-022-00475-7"},"language":"en","primary_location":{"id":"doi:10.1038/s42256-022-00475-7","is_oa":false,"landing_page_url":"https://doi.org/10.1038/s42256-022-00475-7","pdf_url":null,"source":{"id":"https://openalex.org/S2912241403","display_name":"Nature Machine Intelligence","issn_l":"2522-5839","issn":["2522-5839"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Machine Intelligence","raw_type":"journal-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/A5046960353","display_name":"Travis Greene","orcid":"https://orcid.org/0000-0003-4487-0529"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Travis Greene","raw_affiliation_strings":["National Tsing Hua University, Institute of Service Science, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Tsing Hua University, Institute of Service Science, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101474247","display_name":"David Martens","orcid":"https://orcid.org/0000-0001-8397-2937"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"David Martens","raw_affiliation_strings":["University of Antwerp, Department of Engineering Management, Antwerp, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Antwerp, Department of Engineering Management, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018683729","display_name":"Galit Shmueli","orcid":"https://orcid.org/0000-0002-0820-0301"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Galit Shmueli","raw_affiliation_strings":["National Tsing Hua University, Institute of Service Science, Hsinchu, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-0820-0301","affiliations":[{"raw_affiliation_string":"National Tsing Hua University, Institute of Service Science, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5018683729"],"corresponding_institution_ids":["https://openalex.org/I25846049"],"apc_list":{"value":11690,"currency":"USD","value_usd":11690},"apc_paid":null,"fwci":7.2956,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.96382627,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"4","issue":"4","first_page":"323","last_page":"330"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9868999719619751,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9868999719619751,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9688000082969666,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9442999958992004,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/realm","display_name":"Realm","score":0.8960752487182617},{"id":"https://openalex.org/keywords/research-data","display_name":"Research data","score":0.4803955852985382},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4621798098087311},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.41725248098373413},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.41132861375808716},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21969598531723022},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.18121594190597534},{"id":"https://openalex.org/keywords/data-curation","display_name":"Data curation","score":0.06870710849761963}],"concepts":[{"id":"https://openalex.org/C2778757428","wikidata":"https://www.wikidata.org/wiki/Q1250464","display_name":"Realm","level":2,"score":0.8960752487182617},{"id":"https://openalex.org/C3020038283","wikidata":"https://www.wikidata.org/wiki/Q42848","display_name":"Research data","level":3,"score":0.4803955852985382},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4621798098087311},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41725248098373413},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.41132861375808716},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21969598531723022},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.18121594190597534},{"id":"https://openalex.org/C91632574","wikidata":"https://www.wikidata.org/wiki/Q15088675","display_name":"Data curation","level":2,"score":0.06870710849761963},{"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":"doi:10.1038/s42256-022-00475-7","is_oa":false,"landing_page_url":"https://doi.org/10.1038/s42256-022-00475-7","pdf_url":null,"source":{"id":"https://openalex.org/S2912241403","display_name":"Nature Machine Intelligence","issn_l":"2522-5839","issn":["2522-5839"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Machine Intelligence","raw_type":"journal-article"},{"id":"pmh:c:irua:187012","is_oa":false,"landing_page_url":"https://hdl.handle.net/10067/1870120151162165141","pdf_url":null,"source":{"id":"https://openalex.org/S4306401849","display_name":"Institutional Repository University of Antwerp (University of Antwerp)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149213910","host_organization_name":"University of Antwerp","host_organization_lineage":["https://openalex.org/I149213910"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4980075239","display_name":"Extracting More Knowledge from Behavioral Randomized Experiments Data","funder_award_id":"MOST108-2410-H007-091-MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1515490832","https://openalex.org/W1968380849","https://openalex.org/W1970874697","https://openalex.org/W2001706356","https://openalex.org/W2043002652","https://openalex.org/W2102861780","https://openalex.org/W2112420033","https://openalex.org/W2138909795","https://openalex.org/W2153803020","https://openalex.org/W2165742564","https://openalex.org/W2169434152","https://openalex.org/W2269327109","https://openalex.org/W2305754340","https://openalex.org/W2396457900","https://openalex.org/W2400568945","https://openalex.org/W2401562030","https://openalex.org/W2563852449","https://openalex.org/W2578336118","https://openalex.org/W2689649935","https://openalex.org/W2768262152","https://openalex.org/W2792438247","https://openalex.org/W2799673465","https://openalex.org/W2811058660","https://openalex.org/W2889638154","https://openalex.org/W2898621204","https://openalex.org/W2902572901","https://openalex.org/W2911280170","https://openalex.org/W2945976633","https://openalex.org/W2969656656","https://openalex.org/W2972520532","https://openalex.org/W2980951591","https://openalex.org/W2994490118","https://openalex.org/W2998774588","https://openalex.org/W3008694996","https://openalex.org/W3039560364","https://openalex.org/W3081158114","https://openalex.org/W3082925502","https://openalex.org/W3088540821","https://openalex.org/W3118506129","https://openalex.org/W3118999971","https://openalex.org/W3123750779","https://openalex.org/W3125510825","https://openalex.org/W3134747254","https://openalex.org/W3146985724","https://openalex.org/W3166708349","https://openalex.org/W3176468519","https://openalex.org/W3176768410","https://openalex.org/W3177125472","https://openalex.org/W3203692761","https://openalex.org/W4211017739","https://openalex.org/W4231399809","https://openalex.org/W4249673087"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2359053655","https://openalex.org/W2387777532","https://openalex.org/W2382709029","https://openalex.org/W2389147080","https://openalex.org/W2377883125","https://openalex.org/W2362479786","https://openalex.org/W2392455911"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4}],"updated_date":"2026-08-06T08:24:18.245995","created_date":"2025-10-10T00:00:00"}
