{"id":"https://openalex.org/W3154276629","doi":"https://doi.org/10.1007/s40593-021-00241-7","title":"Teaching Responsible Data Science: Charting New Pedagogical Territory","display_name":"Teaching Responsible Data Science: Charting New Pedagogical Territory","publication_year":2021,"publication_date":"2021-04-15","ids":{"openalex":"https://openalex.org/W3154276629","doi":"https://doi.org/10.1007/s40593-021-00241-7","mag":"3154276629","pmid":"https://pubmed.ncbi.nlm.nih.gov/33880114"},"language":"en","primary_location":{"id":"doi:10.1007/s40593-021-00241-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40593-021-00241-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40593-021-00241-7.pdf","source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Artificial Intelligence in Education","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s40593-021-00241-7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062308355","display_name":"Armanda Lewis","orcid":"https://orcid.org/0000-0001-6189-494X"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Armanda Lewis","raw_affiliation_strings":["New York University, New York, NY USA","New York University, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"New York University, New York, NY USA","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"New York University, New York, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082830839","display_name":"Julia Stoyanovich","orcid":"https://orcid.org/0000-0002-1587-0450"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Julia Stoyanovich","raw_affiliation_strings":["New York University, New York, NY USA","New York University, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"New York University, New York, NY USA","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"New York University, New York, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5062308355"],"corresponding_institution_ids":["https://openalex.org/I57206974"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":3.2191,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.93032721,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"32","issue":"3","first_page":"783","last_page":"807"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9997000098228455,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.994700014591217,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7971068024635315},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6730993390083313},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.5718401670455933},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5464313626289368},{"id":"https://openalex.org/keywords/science-education","display_name":"Science education","score":0.5194113254547119},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.480701744556427},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.471439003944397},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.468014121055603},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.4546220600605011},{"id":"https://openalex.org/keywords/external-data-representation","display_name":"External Data Representation","score":0.4229012131690979},{"id":"https://openalex.org/keywords/learning-sciences","display_name":"Learning sciences","score":0.41029495000839233},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.39856234192848206},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.3499302864074707},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2925465703010559},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.19829332828521729},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13412734866142273},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11136376857757568}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7971068024635315},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6730993390083313},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.5718401670455933},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5464313626289368},{"id":"https://openalex.org/C44877443","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science education","level":2,"score":0.5194113254547119},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.480701744556427},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.471439003944397},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.468014121055603},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.4546220600605011},{"id":"https://openalex.org/C116409475","wikidata":"https://www.wikidata.org/wiki/Q1385056","display_name":"External Data Representation","level":2,"score":0.4229012131690979},{"id":"https://openalex.org/C96427005","wikidata":"https://www.wikidata.org/wiki/Q98442705","display_name":"Learning sciences","level":3,"score":0.41029495000839233},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.39856234192848206},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.3499302864074707},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2925465703010559},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.19829332828521729},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13412734866142273},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11136376857757568},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s40593-021-00241-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40593-021-00241-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40593-021-00241-7.pdf","source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Artificial Intelligence in Education","raw_type":"journal-article"},{"id":"pmid:33880114","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33880114","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International journal of artificial intelligence in education","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8049623","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8049623","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Int J Artif Intell Educ","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s40593-021-00241-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40593-021-00241-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40593-021-00241-7.pdf","source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Artificial Intelligence in Education","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3154276629.pdf","grobid_xml":"https://content.openalex.org/works/W3154276629.grobid-xml"},"referenced_works_count":165,"referenced_works":["https://openalex.org/W13478400","https://openalex.org/W65833265","https://openalex.org/W78874519","https://openalex.org/W125797737","https://openalex.org/W128548577","https://openalex.org/W595197191","https://openalex.org/W1026558016","https://openalex.org/W1499619418","https://openalex.org/W1539946053","https://openalex.org/W1567056755","https://openalex.org/W1595336057","https://openalex.org/W1597703949","https://openalex.org/W1648752491","https://openalex.org/W1761828760","https://openalex.org/W1777119744","https://openalex.org/W1792756357","https://openalex.org/W1815090327","https://openalex.org/W1945616565","https://openalex.org/W1967346142","https://openalex.org/W1990230250","https://openalex.org/W1996514653","https://openalex.org/W1996652948","https://openalex.org/W2002764085","https://openalex.org/W2024048799","https://openalex.org/W2028868392","https://openalex.org/W2029729532","https://openalex.org/W2034383240","https://openalex.org/W2034717248","https://openalex.org/W2041458251","https://openalex.org/W2046653306","https://openalex.org/W2077217970","https://openalex.org/W2078251144","https://openalex.org/W2084341220","https://openalex.org/W2101614475","https://openalex.org/W2104882621","https://openalex.org/W2119829842","https://openalex.org/W2124725480","https://openalex.org/W2126793822","https://openalex.org/W2132886521","https://openalex.org/W2139279451","https://openalex.org/W2150930945","https://openalex.org/W2153068467","https://openalex.org/W2153653711","https://openalex.org/W2160455305","https://openalex.org/W2175369305","https://openalex.org/W2176513605","https://openalex.org/W2186795191","https://openalex.org/W2253663077","https://openalex.org/W2263936035","https://openalex.org/W2282821441","https://openalex.org/W2310318830","https://openalex.org/W2335820116","https://openalex.org/W2338048237","https://openalex.org/W2338249122","https://openalex.org/W2341691066","https://openalex.org/W2342209196","https://openalex.org/W2415277563","https://openalex.org/W2439568532","https://openalex.org/W2461224964","https://openalex.org/W2505749379","https://openalex.org/W2517346953","https://openalex.org/W2542081672","https://openalex.org/W2544318541","https://openalex.org/W2549762982","https://openalex.org/W2556510859","https://openalex.org/W2562598153","https://openalex.org/W2573660794","https://openalex.org/W2575439561","https://openalex.org/W2582333088","https://openalex.org/W2587674697","https://openalex.org/W2591970812","https://openalex.org/W2594475271","https://openalex.org/W2612744932","https://openalex.org/W2618851150","https://openalex.org/W2622479609","https://openalex.org/W2622579191","https://openalex.org/W2626789220","https://openalex.org/W2666919929","https://openalex.org/W2720425851","https://openalex.org/W2756344104","https://openalex.org/W2763254692","https://openalex.org/W2764072425","https://openalex.org/W2784174975","https://openalex.org/W2788362053","https://openalex.org/W2790800646","https://openalex.org/W2793509414","https://openalex.org/W2794058103","https://openalex.org/W2794498606","https://openalex.org/W2798497570","https://openalex.org/W2802642435","https://openalex.org/W2806786425","https://openalex.org/W2886060554","https://openalex.org/W2886077282","https://openalex.org/W2887899991","https://openalex.org/W2897042519","https://openalex.org/W2898970033","https://openalex.org/W2907739488","https://openalex.org/W2910548926","https://openalex.org/W2911227954","https://openalex.org/W2915273119","https://openalex.org/W2916105291","https://openalex.org/W2917204536","https://openalex.org/W2918372257","https://openalex.org/W2919065603","https://openalex.org/W2951936974","https://openalex.org/W2962772482","https://openalex.org/W2963095307","https://openalex.org/W2963207607","https://openalex.org/W2963847595","https://openalex.org/W2964751853","https://openalex.org/W2969743693","https://openalex.org/W2978734815","https://openalex.org/W2989755645","https://openalex.org/W2994842766","https://openalex.org/W2995279764","https://openalex.org/W2996844929","https://openalex.org/W2997315920","https://openalex.org/W2997421860","https://openalex.org/W3004799522","https://openalex.org/W3010464583","https://openalex.org/W3013829347","https://openalex.org/W3016097036","https://openalex.org/W3016099278","https://openalex.org/W3024269035","https://openalex.org/W3033733989","https://openalex.org/W3034531377","https://openalex.org/W3035140518","https://openalex.org/W3037097818","https://openalex.org/W3086663505","https://openalex.org/W3100279624","https://openalex.org/W3100401445","https://openalex.org/W3101243562","https://openalex.org/W3104279192","https://openalex.org/W3121452939","https://openalex.org/W3122548859","https://openalex.org/W3123374861","https://openalex.org/W3125203539","https://openalex.org/W3138514805","https://openalex.org/W3148888152","https://openalex.org/W3177439614","https://openalex.org/W3212368439","https://openalex.org/W4207074774","https://openalex.org/W4232077498","https://openalex.org/W4244079007","https://openalex.org/W4245927651","https://openalex.org/W4250727746","https://openalex.org/W4252306240","https://openalex.org/W4285719527","https://openalex.org/W4298286109","https://openalex.org/W4300879629","https://openalex.org/W6602724379","https://openalex.org/W6632447692","https://openalex.org/W6632571578","https://openalex.org/W6638208828","https://openalex.org/W6678958824","https://openalex.org/W6718991148","https://openalex.org/W6733572940","https://openalex.org/W6748702062","https://openalex.org/W6772730766","https://openalex.org/W6792538889","https://openalex.org/W6806131813","https://openalex.org/W6991903596","https://openalex.org/W6999464909","https://openalex.org/W7006781562","https://openalex.org/W7045318034"],"related_works":["https://openalex.org/W3192299020","https://openalex.org/W3111242942","https://openalex.org/W2086870514","https://openalex.org/W4377140396","https://openalex.org/W2766654814","https://openalex.org/W2168156812","https://openalex.org/W1586187438","https://openalex.org/W3144080293","https://openalex.org/W2762145121","https://openalex.org/W2613762397"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
