{"id":"https://openalex.org/W2728625256","doi":"https://doi.org/10.1145/3059009.3072979","title":"Machine Learning Modules for All Disciplines","display_name":"Machine Learning Modules for All Disciplines","publication_year":2017,"publication_date":"2017-06-28","ids":{"openalex":"https://openalex.org/W2728625256","doi":"https://doi.org/10.1145/3059009.3072979","mag":"2728625256"},"language":"en","primary_location":{"id":"doi:10.1145/3059009.3072979","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3059009.3072979","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM Conference on Innovation and Technology in Computer Science Education","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/A5083697448","display_name":"Thomas Way","orcid":null},"institutions":[{"id":"https://openalex.org/I7863295","display_name":"Villanova University","ror":"https://ror.org/02g7kd627","country_code":"US","type":"education","lineage":["https://openalex.org/I7863295"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Thomas Way","raw_affiliation_strings":["Villanova University, Villanova, PA, USA"],"affiliations":[{"raw_affiliation_string":"Villanova University, Villanova, PA, USA","institution_ids":["https://openalex.org/I7863295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057926967","display_name":"Mary-Angela Papalaskari","orcid":null},"institutions":[{"id":"https://openalex.org/I7863295","display_name":"Villanova University","ror":"https://ror.org/02g7kd627","country_code":"US","type":"education","lineage":["https://openalex.org/I7863295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mary-Angela Papalaskari","raw_affiliation_strings":["Villanova Univesity, Villanova, PA, USA"],"affiliations":[{"raw_affiliation_string":"Villanova Univesity, Villanova, PA, USA","institution_ids":["https://openalex.org/I7863295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108772358","display_name":"Lillian Cassel","orcid":null},"institutions":[{"id":"https://openalex.org/I7863295","display_name":"Villanova University","ror":"https://ror.org/02g7kd627","country_code":"US","type":"education","lineage":["https://openalex.org/I7863295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lillian Cassel","raw_affiliation_strings":["Villanova University, Villanova, PA, USA"],"affiliations":[{"raw_affiliation_string":"Villanova University, Villanova, PA, USA","institution_ids":["https://openalex.org/I7863295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080360250","display_name":"Paula Matuszek","orcid":null},"institutions":[{"id":"https://openalex.org/I7863295","display_name":"Villanova University","ror":"https://ror.org/02g7kd627","country_code":"US","type":"education","lineage":["https://openalex.org/I7863295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paula Matuszek","raw_affiliation_strings":["Villanova University, Villanova, PA, USA"],"affiliations":[{"raw_affiliation_string":"Villanova University, Villanova, PA, USA","institution_ids":["https://openalex.org/I7863295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113896931","display_name":"Carol H. Weiss","orcid":null},"institutions":[{"id":"https://openalex.org/I7863295","display_name":"Villanova University","ror":"https://ror.org/02g7kd627","country_code":"US","type":"education","lineage":["https://openalex.org/I7863295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carol Weiss","raw_affiliation_strings":["Villanova University, Villanova, PA, USA"],"affiliations":[{"raw_affiliation_string":"Villanova University, Villanova, PA, USA","institution_ids":["https://openalex.org/I7863295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064814419","display_name":"Yamini Praveena Tella","orcid":null},"institutions":[{"id":"https://openalex.org/I7863295","display_name":"Villanova University","ror":"https://ror.org/02g7kd627","country_code":"US","type":"education","lineage":["https://openalex.org/I7863295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yamini Praveena Tella","raw_affiliation_strings":["Villanova University, Villanova, PA, USA"],"affiliations":[{"raw_affiliation_string":"Villanova University, Villanova, PA, USA","institution_ids":["https://openalex.org/I7863295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5083697448"],"corresponding_institution_ids":["https://openalex.org/I7863295"],"apc_list":null,"apc_paid":null,"fwci":1.5049,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.86013867,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"84","last_page":"85"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9695000052452087,"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":0.9695000052452087,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9542999863624573,"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/T11875","display_name":"Statistics Education and Methodologies","score":0.9401999711990356,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.7814907431602478},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7051596641540527},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6112251281738281},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40541011095046997},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37522590160369873},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3586059510707855}],"concepts":[{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.7814907431602478},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7051596641540527},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6112251281738281},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40541011095046997},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37522590160369873},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3586059510707855}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3059009.3072979","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3059009.3072979","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM Conference on Innovation and Technology in Computer Science Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6499999761581421,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G5774420316","display_name":null,"funder_award_id":"1141033","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1548849615","https://openalex.org/W2060340213","https://openalex.org/W2260201820","https://openalex.org/W2275841169","https://openalex.org/W2467596986"],"related_works":["https://openalex.org/W2032233321","https://openalex.org/W3121970507","https://openalex.org/W2110028391","https://openalex.org/W54497855","https://openalex.org/W217960748","https://openalex.org/W3125814499","https://openalex.org/W2090827041","https://openalex.org/W2094012830","https://openalex.org/W187246281","https://openalex.org/W2910384174"],"abstract_inverted_index":{"Recognizing":[0],"that":[1],"the":[2,18,32,99,120],"changing":[3],"nature":[4],"of":[5,13,21,34,70,81,92,98,101,125,127],"science":[6],"and":[7,41,106,122],"its":[8],"reliance":[9],"on":[10],"massive":[11],"amounts":[12],"data":[14],"has":[15],"led":[16],"to":[17,44,59,88],"integral":[19],"use":[20,76],"machine":[22,56],"learning":[23,57,72],"approaches":[24,107],"in":[25,62,66,77,118,131],"just":[26],"about":[27],"every":[28],"discipline,":[29],"we":[30,50],"present":[31,85],"results":[33,126],"a":[35,67,78,86,95,112,123],"multi-year":[36],"research":[37],"effort":[38],"entitled":[39],"\"Broader":[40],"Earlier":[42],"Access":[43],"Machine":[45],"Learning.\"":[46],"For":[47],"this":[48],"project,":[49],"explored":[51],"teaching":[52],"strategies":[53],"for":[54,75,108],"introducing":[55],"topics":[58],"non-technical":[60,116],"students":[61],"discipline-relevant":[63],"ways,":[64],"culminating":[65],"large":[68],"collection":[69],"ready-to-use":[71],"modules":[73,110,130],"suitable":[74],"wide":[79],"variety":[80],"academic":[82],"fields.":[83],"We":[84],"roadmap":[87],"our":[89],"online":[90],"repository":[91],"module":[93],"materials,":[94],"detailed":[96],"walk-thru":[97],"contents":[100],"an":[102],"example":[103],"module,":[104],"ideas":[105],"incorporating":[109],"into":[111],"class":[113],"or":[114],"assisting":[115],"colleagues":[117],"doing":[119],"same,":[121],"summary":[124],"using":[128],"these":[129],"course":[132],"settings.":[133]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}