{"id":"https://openalex.org/W1813449828","doi":"https://doi.org/10.17562/pb-51-8","title":"Classification of Group Potency Levels of Software Development Student Teams","display_name":"Classification of Group Potency Levels of Software Development Student Teams","publication_year":2015,"publication_date":"2015-01-31","ids":{"openalex":"https://openalex.org/W1813449828","doi":"https://doi.org/10.17562/pb-51-8","mag":"1813449828"},"language":"en","primary_location":{"id":"doi:10.17562/pb-51-8","is_oa":true,"landing_page_url":"https://doi.org/10.17562/pb-51-8","pdf_url":"http://www.polibits.cidetec.ipn.mx/2015_51/Classification of Group Potency Levels of Software Development Student Teams.pdf","source":{"id":"https://openalex.org/S4210186437","display_name":"Polibits","issn_l":"1870-9044","issn":["1870-9044","2395-8618"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Polibits","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://www.polibits.cidetec.ipn.mx/2015_51/Classification of Group Potency Levels of Software Development Student Teams.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017836633","display_name":"Alberto Castro-Hern\u00e1ndez","orcid":null},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alberto Castro-Hern\u00e1ndez","raw_affiliation_strings":["University of North Texas, Denton, Estados Unidos de Am\u00e9rica"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Texas, Denton, Estados Unidos de Am\u00e9rica","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000223190","display_name":"Kathleen Swigger","orcid":null},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kathleen Swigger","raw_affiliation_strings":["University of North Texas, Denton, Estados Unidos de Am\u00e9rica"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Texas, Denton, Estados Unidos de Am\u00e9rica","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025051048","display_name":"Fatma Cemile Ser\u00e7e","orcid":null},"institutions":[{"id":"https://openalex.org/I45542416","display_name":"Atilim University","ror":"https://ror.org/04pd3v454","country_code":"TR","type":"education","lineage":["https://openalex.org/I45542416"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Fatma Cemile Ser\u00e7e","raw_affiliation_strings":["Atilim Univ. (Turkey)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Atilim Univ. (Turkey)","institution_ids":["https://openalex.org/I45542416"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047085715","display_name":"V\u00edctor L\u00f3pez","orcid":"https://orcid.org/0000-0002-1504-5899"},"institutions":[{"id":"https://openalex.org/I86831216","display_name":"Universidad Tecnol\u00f3gica de Panam\u00e1","ror":"https://ror.org/030ve2c48","country_code":"PA","type":"education","lineage":["https://openalex.org/I86831216"]}],"countries":["PA"],"is_corresponding":false,"raw_author_name":"Victor Lopez","raw_affiliation_strings":["Universidad Tecnol\u00f3gica de Panam\u00e1, , Ciudad de Panam\u00e1, Panam\u00e1"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Tecnol\u00f3gica de Panam\u00e1, , Ciudad de Panam\u00e1, Panam\u00e1","institution_ids":["https://openalex.org/I86831216"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4737,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.90966163,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"51","issue":null,"first_page":"55","last_page":"62"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9995999932289124,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9995999932289124,"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/T10260","display_name":"Software Engineering Research","score":0.9991000294685364,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9589999914169312,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/potency","display_name":"Potency","score":0.8827956914901733},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.512566089630127},{"id":"https://openalex.org/keywords/cohesion","display_name":"Cohesion (chemistry)","score":0.48238053917884827},{"id":"https://openalex.org/keywords/group-cohesiveness","display_name":"Group cohesiveness","score":0.46862107515335083},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.340229332447052},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3203848600387573},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.31160563230514526},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.20822608470916748},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10348403453826904}],"concepts":[{"id":"https://openalex.org/C57992300","wikidata":"https://www.wikidata.org/wiki/Q2066956","display_name":"Potency","level":3,"score":0.8827956914901733},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.512566089630127},{"id":"https://openalex.org/C104054115","wikidata":"https://www.wikidata.org/wiki/Q216828","display_name":"Cohesion (chemistry)","level":2,"score":0.48238053917884827},{"id":"https://openalex.org/C14641543","wikidata":"https://www.wikidata.org/wiki/Q553270","display_name":"Group cohesiveness","level":2,"score":0.46862107515335083},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.340229332447052},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3203848600387573},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.31160563230514526},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.20822608470916748},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10348403453826904},{"id":"https://openalex.org/C202751555","wikidata":"https://www.wikidata.org/wiki/Q221681","display_name":"In vitro","level":2,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.17562/pb-51-8","is_oa":true,"landing_page_url":"https://doi.org/10.17562/pb-51-8","pdf_url":"http://www.polibits.cidetec.ipn.mx/2015_51/Classification of Group Potency Levels of Software Development Student Teams.pdf","source":{"id":"https://openalex.org/S4210186437","display_name":"Polibits","issn_l":"1870-9044","issn":["1870-9044","2395-8618"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Polibits","raw_type":"journal-article"},{"id":"pmh:oai:redalyc.org:402641203009","is_oa":false,"landing_page_url":"https://www.redalyc.org/articulo.oa?id=402641203009","pdf_url":null,"source":{"id":"https://openalex.org/S4377196100","display_name":"Redalyc (Universidad Aut\u00f3noma del Estado de M\u00e9xico)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I179647637","host_organization_name":"Universidad Aut\u00f3noma del Estado de M\u00e9xico","host_organization_lineage":["https://openalex.org/I179647637"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Polibits (M\u00e9xico) Vol.51","raw_type":"art\u00edculo cient\u00edfico"}],"best_oa_location":{"id":"doi:10.17562/pb-51-8","is_oa":true,"landing_page_url":"https://doi.org/10.17562/pb-51-8","pdf_url":"http://www.polibits.cidetec.ipn.mx/2015_51/Classification of Group Potency Levels of Software Development Student Teams.pdf","source":{"id":"https://openalex.org/S4210186437","display_name":"Polibits","issn_l":"1870-9044","issn":["1870-9044","2395-8618"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Polibits","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1526314769","https://openalex.org/W1555398107","https://openalex.org/W1964357740","https://openalex.org/W1965779990","https://openalex.org/W1969667033","https://openalex.org/W1970181485","https://openalex.org/W1979222073","https://openalex.org/W2007316722","https://openalex.org/W2007531096","https://openalex.org/W2018493666","https://openalex.org/W2019617772","https://openalex.org/W2023783524","https://openalex.org/W2030345356","https://openalex.org/W2037812148","https://openalex.org/W2038408871","https://openalex.org/W2050125829","https://openalex.org/W2054658141","https://openalex.org/W2075723759","https://openalex.org/W2078662151","https://openalex.org/W2080100756","https://openalex.org/W2097214569","https://openalex.org/W2117796357","https://openalex.org/W2126961768","https://openalex.org/W2130703925","https://openalex.org/W2132806098","https://openalex.org/W2137977957","https://openalex.org/W2139335555","https://openalex.org/W2140910804","https://openalex.org/W2148182787","https://openalex.org/W2154059676","https://openalex.org/W2281492572","https://openalex.org/W3124540140"],"related_works":["https://openalex.org/W1969135428","https://openalex.org/W2001372775","https://openalex.org/W2027585331","https://openalex.org/W2525246515","https://openalex.org/W1481039507","https://openalex.org/W2381411542","https://openalex.org/W1600779779","https://openalex.org/W3041605973","https://openalex.org/W3018574598","https://openalex.org/W767242238"],"abstract_inverted_index":{"\"This":[0],"paper":[1],"describes":[2],"the":[3,55,62,93,111,120,122,141],"use":[4],"of":[5,18,134,143,169],"an":[6,138],"automaticclassifier":[7],"to":[8,37,91,105,149,164],"model":[9],"group":[10,25,40,63,88,99,112,126],"potency":[11,41,89,100,127,158],"levels":[12],"within":[13],"softwaredevelopment":[14],"projects.":[15],"A":[16,80],"set":[17],"machine":[19,130],"learning":[20,131],"experimentsthat":[21],"looked":[22],"at":[23],"different":[24],"characteristics":[26],"and":[27,58,75,98,119,125,167],"variouscollaboration":[28],"measures":[29,66,97,124],"extracted":[30],"from":[31],"a":[32,109],"team\u2019s":[33],"communicationactivities":[34],"were":[35,46,73,114,147],"used":[36],"predict":[38],"overall":[39],"levels.These":[42],"textual":[43],"communication":[44],"exchanges":[45],"collected":[47,77],"fromthree":[48],"software":[49],"development":[50],"projects":[51],"involving":[52],"students":[53],"livingin":[54],"US,":[56],"Turkey":[57],"Panama.":[59],"Based":[60],"on":[61,86],"potencyliterature,":[64],"group-level":[65,96,123],"such":[67],"as":[68],"skill":[69],"diversity,":[70],"cohesion,and":[71],"collaboration":[72],"developed":[74],"then":[76],"for":[78],"eachteam.":[79],"regression":[81],"analysis":[82,136],"was":[83],"originally":[84],"performed":[85],"thecontinuous":[87],"values":[90],"test":[92],"relationships":[94],"betweenthe":[95],"levels.":[101,159],"This":[102],"method,however,":[103],"proved":[104],"be":[106],"ineffective.":[107],"As":[108],"result,":[110],"potencyvalues":[113],"converted":[115],"into":[116],"binary":[117],"labels":[118],"relationshipsbetween":[121],"werere-analyzed":[128],"using":[129],"classifiers.":[132],"Results":[133],"thisnew":[135],"indicated":[137],"improvement":[139],"in":[140,171],"accuracy":[142],"themodel.":[144],"Thus,":[145],"we":[146],"able":[148],"successfully":[150],"characterize":[151],"teamsas":[152],"having":[153],"either":[154],"low":[155],"or":[156],"high":[157],"Such":[160],"informationcan":[161],"prove":[162],"useful":[163],"both":[165],"managers":[166],"leaders":[168],"teams":[170],"anysetting.\"":[172]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}