{"id":"https://openalex.org/W2094154178","doi":"https://doi.org/10.1145/1066677.1067023","title":"Organizing and visualizing software repositories using the growing hierarchical self-organizing map","display_name":"Organizing and visualizing software repositories using the growing hierarchical self-organizing map","publication_year":2005,"publication_date":"2005-03-13","ids":{"openalex":"https://openalex.org/W2094154178","doi":"https://doi.org/10.1145/1066677.1067023","mag":"2094154178"},"language":"en","primary_location":{"id":"doi:10.1145/1066677.1067023","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1066677.1067023","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2005 ACM symposium on Applied computing","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/A5072775525","display_name":"Songsri Tangsripairoj","orcid":null},"institutions":[{"id":"https://openalex.org/I25399158","display_name":"Mahidol University","ror":"https://ror.org/01znkr924","country_code":"TH","type":"education","lineage":["https://openalex.org/I25399158"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Songsri Tangsripairoj","raw_affiliation_strings":["Mahidol University, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mahidol University, Bangkok, Thailand","institution_ids":["https://openalex.org/I25399158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055267825","display_name":"M.H. Samadzadeh","orcid":"https://orcid.org/0000-0001-7804-2591"},"institutions":[{"id":"https://openalex.org/I115475287","display_name":"Oklahoma State University","ror":"https://ror.org/01g9vbr38","country_code":"US","type":"education","lineage":["https://openalex.org/I115475287"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. H. Samadzadeh","raw_affiliation_strings":["Oklahoma State University, Stillwater, OK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oklahoma State University, Stillwater, OK","institution_ids":["https://openalex.org/I115475287"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.544,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.92012923,"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":"1539","last_page":"1545"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.996399998664856,"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/T10260","display_name":"Software Engineering Research","score":0.996399998664856,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9664999842643738,"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/T10320","display_name":"Neural Networks and Applications","score":0.9625999927520752,"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":0.7960532903671265},{"id":"https://openalex.org/keywords/software-visualization","display_name":"Software visualization","score":0.6656990051269531},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6139743328094482},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5745518803596497},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4759916067123413},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.4735138714313507},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.46389201283454895},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4420810639858246},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.43826696276664734},{"id":"https://openalex.org/keywords/self-organizing-map","display_name":"Self-organizing map","score":0.4362730085849762},{"id":"https://openalex.org/keywords/software-framework","display_name":"Software framework","score":0.4317893981933594},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.40218645334243774},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.38751715421676636},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33558088541030884},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.33273398876190186},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.242315411567688},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08191293478012085}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7960532903671265},{"id":"https://openalex.org/C4379982","wikidata":"https://www.wikidata.org/wiki/Q1273511","display_name":"Software visualization","level":5,"score":0.6656990051269531},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6139743328094482},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5745518803596497},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4759916067123413},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.4735138714313507},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.46389201283454895},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4420810639858246},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.43826696276664734},{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.4362730085849762},{"id":"https://openalex.org/C76518257","wikidata":"https://www.wikidata.org/wiki/Q271680","display_name":"Software framework","level":5,"score":0.4317893981933594},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.40218645334243774},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.38751715421676636},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33558088541030884},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.33273398876190186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.242315411567688},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08191293478012085},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1066677.1067023","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1066677.1067023","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2005 ACM symposium on Applied computing","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.109.4255","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.109.4255","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.iis.sinica.edu.tw/page/jise/2006/200603_04.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W41129630","https://openalex.org/W1482753234","https://openalex.org/W1572680882","https://openalex.org/W1600704669","https://openalex.org/W1679913846","https://openalex.org/W1833785989","https://openalex.org/W1939394412","https://openalex.org/W1951989532","https://openalex.org/W1965982049","https://openalex.org/W1988126565","https://openalex.org/W1989051727","https://openalex.org/W1998899601","https://openalex.org/W2001021688","https://openalex.org/W2006493416","https://openalex.org/W2010150441","https://openalex.org/W2022208546","https://openalex.org/W2028854734","https://openalex.org/W2070114141","https://openalex.org/W2097875913","https://openalex.org/W2098162425","https://openalex.org/W2113672047","https://openalex.org/W2118209142","https://openalex.org/W2121912524","https://openalex.org/W2122473047","https://openalex.org/W2126129257","https://openalex.org/W2130795363","https://openalex.org/W2135065264","https://openalex.org/W2140748686","https://openalex.org/W2150811404","https://openalex.org/W2162161511","https://openalex.org/W2167925123","https://openalex.org/W2168701898","https://openalex.org/W2170325853","https://openalex.org/W2170966581","https://openalex.org/W2294861651","https://openalex.org/W4234488432","https://openalex.org/W4236959802","https://openalex.org/W4242446209","https://openalex.org/W4245176872","https://openalex.org/W4246703724","https://openalex.org/W4300102589","https://openalex.org/W6601724242","https://openalex.org/W6677401308","https://openalex.org/W6679038410","https://openalex.org/W6681087409","https://openalex.org/W6817130941"],"related_works":["https://openalex.org/W4214835859","https://openalex.org/W4312927049","https://openalex.org/W2380017313","https://openalex.org/W2368462085","https://openalex.org/W2359960837","https://openalex.org/W2366623749","https://openalex.org/W2026093893","https://openalex.org/W4246088166","https://openalex.org/W2523959329","https://openalex.org/W2519691570"],"abstract_inverted_index":{"A":[0],"software":[1,21,28,96,106,163],"repository,":[2,164],"a":[3,14,27,59,95,155,162],"place":[4],"where":[5],"reusable":[6,41,158],"components":[7,42,159],"are":[8],"stored":[9,160],"and":[10,19,33,67,71,98,128,152,165],"searched":[11],"for,":[12],"is":[13,24,58,111],"key":[15],"ingredient":[16],"for":[17,37,64,149],"instituting":[18],"popularizing":[20],"reuse.":[22],"It":[23],"vital":[25],"that":[26,43,133],"repository":[29,97],"should":[30],"be":[31,83],"well-organized":[32],"provide":[34],"efficient":[35],"tools":[36],"developers":[38,86],"to":[39,85],"locate":[40],"meet":[44],"their":[45,100],"requirements.":[46],"The":[47,75,108],"growing":[48],"hierarchical":[49,131],"self-organizing":[50,117],"map":[51,118],"(GHSOM),":[52],"an":[53,112],"unsupervised":[54],"learning":[55,126],"neural":[56],"network,":[57],"powerful":[60],"data":[61,73],"mining":[62],"technique":[63],"the":[65,92,103,115,130,136,144,147,150,167,170,175],"clustering":[66],"visualization":[68,153],"of":[69,94,102,146,154,157],"large":[70],"complex":[72],"sets.":[74],"resulting":[76],"maps,":[77],"serving":[78],"as":[79],"retrieval":[80],"interfaces,":[81],"can":[82,120],"beneficial":[84],"in":[87,135,161],"obtaining":[88],"better":[89],"insight":[90],"into":[91],"structure":[93,132],"increasing":[99],"understanding":[101],"relationships":[104],"among":[105],"components.":[107],"GHSOM,":[109],"which":[110],"improvement":[113],"over":[114],"basic":[116],"(SOM),":[119],"adapt":[121],"its":[122,125],"architecture":[123],"during":[124],"process":[127],"expose":[129],"exists":[134],"original":[137],"data.":[138],"In":[139],"this":[140],"paper,":[141],"we":[142],"demonstrate":[143],"potential":[145],"GHSOM":[148],"organization":[151],"collection":[156],"compare":[166],"results":[168],"with":[169],"ones":[171],"obtained":[172],"by":[173],"using":[174],"traditional":[176],"SOM.":[177]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}