{"id":"https://openalex.org/W2206095249","doi":"https://doi.org/10.1145/1508865.1508932","title":"Teaching computational thinking through bioinformatics to biology students","display_name":"Teaching computational thinking through bioinformatics to biology students","publication_year":2009,"publication_date":"2009-03-03","ids":{"openalex":"https://openalex.org/W2206095249","doi":"https://doi.org/10.1145/1508865.1508932","mag":"2206095249"},"language":"en","primary_location":{"id":"doi:10.1145/1508865.1508932","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1508865.1508932","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 40th 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/A5083265128","display_name":"Hong Qin","orcid":"https://orcid.org/0000-0002-4578-5118"},"institutions":[{"id":"https://openalex.org/I6026837","display_name":"Tuskegee University","ror":"https://ror.org/0137n4m74","country_code":"US","type":"education","lineage":["https://openalex.org/I6026837"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hong Qin","raw_affiliation_strings":["Tuskegee University, Tuskegee, AL, USA"],"affiliations":[{"raw_affiliation_string":"Tuskegee University, Tuskegee, AL, USA","institution_ids":["https://openalex.org/I6026837"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5083265128"],"corresponding_institution_ids":["https://openalex.org/I6026837"],"apc_list":null,"apc_paid":null,"fwci":1.0735,"has_fulltext":false,"cited_by_count":65,"citation_normalized_percentile":{"value":0.76940973,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"188","last_page":"191"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computational-thinking","display_name":"Computational thinking","score":0.7171719074249268},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5931200981140137},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5391746759414673},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3563556671142578},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3551449775695801},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.34720224142074585},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.32963043451309204},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.22141382098197937},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2191106081008911},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1385539472103119}],"concepts":[{"id":"https://openalex.org/C2780368719","wikidata":"https://www.wikidata.org/wiki/Q5157342","display_name":"Computational thinking","level":2,"score":0.7171719074249268},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5931200981140137},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5391746759414673},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3563556671142578},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3551449775695801},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.34720224142074585},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.32963043451309204},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.22141382098197937},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2191106081008911},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1385539472103119}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1508865.1508932","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1508865.1508932","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 40th 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":7,"referenced_works":["https://openalex.org/W1543128278","https://openalex.org/W1549044605","https://openalex.org/W1594942932","https://openalex.org/W2036535631","https://openalex.org/W2111420033","https://openalex.org/W2339183141","https://openalex.org/W2395500350"],"related_works":["https://openalex.org/W2769482900","https://openalex.org/W3155803285","https://openalex.org/W3213086777","https://openalex.org/W2769928932","https://openalex.org/W3033687264","https://openalex.org/W2742379954","https://openalex.org/W2079266225","https://openalex.org/W4390870682","https://openalex.org/W1978829797","https://openalex.org/W2769926281"],"abstract_inverted_index":{"Modern":[0],"biology":[1,25,79,153],"has":[2,73],"transformed":[3],"from":[4],"an":[5,9,58],"insular":[6],"entity":[7],"into":[8,106],"interdisciplinary":[10,16],"science,":[11],"which":[12],"in":[13,24,46,62,77,83,89],"turn":[14],"demands":[15],"and":[17,26,39,52,92,131],"cross-disciplinary":[18],"training":[19],"for":[20,110,126,146],"future":[21],"work":[22],"force":[23],"life":[27,84,112],"sciences.":[28,64],"Computational":[29],"thinking":[30,35,56,72,105,151],"is":[31],"a":[32,47,107],"way":[33],"of":[34,41,50,70,139],"that":[36,121],"uses":[37],"concepts":[38],"methodologies":[40],"computing":[42],"to":[43,94,148,152],"address":[44,99],"questions":[45],"broad":[48],"range":[49],"subjects,":[51],"as":[53],"such,":[54],"computational":[55,71,104,150],"offers":[57],"important":[59],"skill":[60],"set":[61],"modern":[63],"Despite":[65],"its":[66],"importance,":[67],"the":[68,127],"concept":[69],"generally":[74],"been":[75],"side-stepped":[76],"undergraduate":[78,111],"education.":[80],"Many":[81],"students":[82],"sciences":[85],"are":[86],"often":[87],"weak":[88],"quantitative/computing":[90],"skills":[91],"tend":[93],"avoid":[95],"computing-orient":[96],"courses.":[97],"To":[98],"these":[100,140],"issues,":[101],"we":[102],"incorporated":[103],"bioinformatics":[108],"course":[109],"science":[113],"majors.":[114],"We":[115],"developed":[116],"comprehensive":[117],"computer":[118],"laboratory":[119],"exercises":[120],"offer":[122],"hands-on":[123],"learning":[124,135],"experience":[125],"targeted":[128],"student":[129],"pool,":[130],"employed":[132],"peer-assisted":[133],"collaborative":[134],"environment.":[136],"Preliminary":[137],"results":[138],"explorative":[141],"efforts":[142],"will":[143],"be":[144],"helpful":[145],"others":[147],"teach":[149],"students.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2026-03-13T16:22:10.518609","created_date":"2025-10-10T00:00:00"}