{"id":"https://openalex.org/W2011019839","doi":"https://doi.org/10.1145/2676723.2677218","title":"Statistics-infused Introduction to Computer Science","display_name":"Statistics-infused Introduction to Computer Science","publication_year":2015,"publication_date":"2015-02-24","ids":{"openalex":"https://openalex.org/W2011019839","doi":"https://doi.org/10.1145/2676723.2677218","mag":"2011019839"},"language":"en","primary_location":{"id":"doi:10.1145/2676723.2677218","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2676723.2677218","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th ACM Technical Symposium on 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/A5049179869","display_name":"Olaf Hall-Holt","orcid":null},"institutions":[{"id":"https://openalex.org/I24861097","display_name":"St. Olaf College","ror":"https://ror.org/01q7w1f47","country_code":"US","type":"education","lineage":["https://openalex.org/I24861097"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Olaf A. Hall-Holt","raw_affiliation_strings":["St. Olaf College, Northfield, MN, USA"],"affiliations":[{"raw_affiliation_string":"St. Olaf College, Northfield, MN, USA","institution_ids":["https://openalex.org/I24861097"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017252408","display_name":"Kevin R. Sanft","orcid":"https://orcid.org/0000-0001-8536-2016"},"institutions":[{"id":"https://openalex.org/I24861097","display_name":"St. Olaf College","ror":"https://ror.org/01q7w1f47","country_code":"US","type":"education","lineage":["https://openalex.org/I24861097"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin R. Sanft","raw_affiliation_strings":["St. Olaf College, Northfield, MN, USA"],"affiliations":[{"raw_affiliation_string":"St. Olaf College, Northfield, MN, USA","institution_ids":["https://openalex.org/I24861097"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5049179869"],"corresponding_institution_ids":["https://openalex.org/I24861097"],"apc_list":null,"apc_paid":null,"fwci":3.973,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.9395811,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"138","last_page":"143"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9897000193595886,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9897000193595886,"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"}},{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.9864000082015991,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9532999992370605,"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/computer-science","display_name":"Computer science","score":0.7586333751678467},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6591984033584595},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5475763082504272},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.48457109928131104},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4315586984157562},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1538216769695282},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07186174392700195},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.06951788067817688}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7586333751678467},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6591984033584595},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5475763082504272},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.48457109928131104},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4315586984157562},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1538216769695282},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07186174392700195},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.06951788067817688},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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":1,"locations":[{"id":"doi:10.1145/2676723.2677218","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2676723.2677218","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th ACM Technical Symposium on Computer Science Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W250331912","https://openalex.org/W598785207","https://openalex.org/W2048784164","https://openalex.org/W2092989944","https://openalex.org/W2132452169","https://openalex.org/W4242451347"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"The":[0],"ability":[1],"to":[2,6,37,63,81,87],"use":[3],"computational":[4],"tools":[5],"collect,":[7],"organize,":[8],"visualize,":[9],"and":[10,19,31,77,106],"analyze":[11],"data":[12],"is":[13],"a":[14,34,55,83,97],"valuable":[15],"skill":[16],"both":[17],"inside":[18],"outside":[20],"of":[21,33,58,67,72],"computer":[22,38],"science.":[23],"In":[24],"this":[25],"paper":[26],"we":[27],"describe":[28],"the":[29,70],"design":[30],"implementation":[32],"statistics-infused":[35],"introduction":[36],"science,":[39],"developed":[40],"in":[41,69,74,103],"collaboration":[42,100],"with":[43],"statistics":[44],"faculty,":[45],"at":[46],"St.":[47],"Olaf":[48],"College.":[49],"We":[50],"propose":[51],"that":[52],"there":[53],"exists":[54],"growing":[56],"demographic":[57],"'data-centric'":[59],"students":[60],"who":[61,78],"expect":[62],"write":[64],"small":[65],"amounts":[66],"code":[68],"context":[71],"work":[73],"other":[75],"fields,":[76],"are":[79],"eager":[80],"take":[82],"CS":[84],"course":[85,94],"adapted":[86],"their":[88],"needs.":[89],"This":[90],"particular":[91],"data-centric":[92],"CS1":[93],"has":[95],"been":[96],"catalyst":[98],"for":[99],"between":[101],"faculty":[102],"multiple":[104,107],"fields":[105],"institutions.":[108]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}