{"id":"https://openalex.org/W2123834217","doi":"https://doi.org/10.1109/vissof.2009.5336433","title":"Beyond pretty pictures: Examining the benefits of code visualization for Open Source newcomers","display_name":"Beyond pretty pictures: Examining the benefits of code visualization for Open Source newcomers","publication_year":2009,"publication_date":"2009-09-01","ids":{"openalex":"https://openalex.org/W2123834217","doi":"https://doi.org/10.1109/vissof.2009.5336433","mag":"2123834217"},"language":"en","primary_location":{"id":"doi:10.1109/vissof.2009.5336433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vissof.2009.5336433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 5th IEEE International Workshop on Visualizing Software for Understanding and Analysis","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/A5029991091","display_name":"Yunrim Park","orcid":null},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yunrim Park","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, OR, USA","School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, 97331, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, OR, USA","institution_ids":["https://openalex.org/I131249849"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, 97331, USA","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112052330","display_name":"Carlos Jensen","orcid":null},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carlos Jensen","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, OR, USA","School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, 97331, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, OR, USA","institution_ids":["https://openalex.org/I131249849"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, 97331, USA","institution_ids":["https://openalex.org/I131249849"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5029991091"],"corresponding_institution_ids":["https://openalex.org/I131249849"],"apc_list":null,"apc_paid":null,"fwci":4.0568,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.940453,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11675","display_name":"Open Source Software Innovations","score":0.9993000030517578,"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/T11675","display_name":"Open Source Software Innovations","score":0.9993000030517578,"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/T10260","display_name":"Software Engineering Research","score":0.998199999332428,"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/T12478","display_name":"Wikis in Education and Collaboration","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.8459267616271973},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7633683681488037},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5883088111877441},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.5679794549942017},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.567255973815918},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5589717626571655},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.47736239433288574},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.4650346636772156},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4590643048286438},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.40216580033302307},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.15327408909797668},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.10452336072921753},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0900367796421051},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.06884527206420898}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8459267616271973},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7633683681488037},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5883088111877441},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.5679794549942017},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.567255973815918},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5589717626571655},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47736239433288574},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.4650346636772156},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4590643048286438},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.40216580033302307},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.15327408909797668},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.10452336072921753},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0900367796421051},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.06884527206420898},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vissof.2009.5336433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vissof.2009.5336433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 5th IEEE International Workshop on Visualizing Software for Understanding and Analysis","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":46,"referenced_works":["https://openalex.org/W1920807249","https://openalex.org/W1991935231","https://openalex.org/W1998407227","https://openalex.org/W2003205661","https://openalex.org/W2008164297","https://openalex.org/W2019098403","https://openalex.org/W2022648335","https://openalex.org/W2025280374","https://openalex.org/W2028561093","https://openalex.org/W2037396600","https://openalex.org/W2046249906","https://openalex.org/W2049463166","https://openalex.org/W2056510402","https://openalex.org/W2059212462","https://openalex.org/W2067172306","https://openalex.org/W2079317829","https://openalex.org/W2080534028","https://openalex.org/W2096800101","https://openalex.org/W2099141193","https://openalex.org/W2100894766","https://openalex.org/W2102301286","https://openalex.org/W2102453117","https://openalex.org/W2103897902","https://openalex.org/W2107294940","https://openalex.org/W2109962300","https://openalex.org/W2112084457","https://openalex.org/W2113812487","https://openalex.org/W2116242639","https://openalex.org/W2124324682","https://openalex.org/W2125889680","https://openalex.org/W2132453971","https://openalex.org/W2136421959","https://openalex.org/W2137539666","https://openalex.org/W2139296303","https://openalex.org/W2150231504","https://openalex.org/W2155223492","https://openalex.org/W2157557193","https://openalex.org/W2164802537","https://openalex.org/W2293128725","https://openalex.org/W3121647552","https://openalex.org/W3124560715","https://openalex.org/W4230708411","https://openalex.org/W4242593099","https://openalex.org/W4250018184","https://openalex.org/W4252727161","https://openalex.org/W6680447100"],"related_works":["https://openalex.org/W2377559894","https://openalex.org/W2105200106","https://openalex.org/W2016648600","https://openalex.org/W2172127625","https://openalex.org/W2155831461","https://openalex.org/W2205837543","https://openalex.org/W2158002945","https://openalex.org/W2157178603","https://openalex.org/W2156634801","https://openalex.org/W2362367986"],"abstract_inverted_index":{"Joining":[0],"an":[1],"Open":[2],"Source":[3],"project":[4,27],"is":[5],"not":[6],"easy.":[7],"Newcomers":[8],"often":[9],"experience":[10],"a":[11,52],"steep":[12],"learning":[13],"curve":[14],"dealing":[15],"with":[16,93],"technical":[17],"complexity,":[18],"lack":[19],"of":[20,26,39,45,73,97],"domain":[21],"knowledge,":[22],"and":[23,41,62,75,80,90],"the":[24,36,42,70,87,94],"amount":[25],"information":[28,37,46,71],"available":[29],"for":[30,69],"starters.":[31],"This":[32],"paper":[33],"looks":[34],"at":[35],"needs":[38,72],"newcomers":[40,50],"potential":[43,88],"benefits":[44],"visualization":[47,78,99],"in":[48,67],"supporting":[49],"through":[51],"controlled":[53],"experiment.":[54],"Our":[55],"results":[56],"show":[57],"that":[58,76],"current":[59],"OSS":[60],"environments":[61],"development":[63],"tools":[64,79],"are":[65],"lacking":[66],"support":[68],"newcomers,":[74],"existing":[77],"techniques":[81],"can":[82],"help.":[83],"We":[84],"also":[85],"discuss":[86],"problems":[89],"pitfalls":[91],"associated":[92],"inappropriate":[95],"use":[96],"code":[98],"tools.":[100]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
