{"id":"https://openalex.org/W6963775463","doi":"https://doi.org/10.21227/c9d5-5390","title":"Using the SOCIO Chatbot for UML Modelling: A Family of Experiments","display_name":"Using the SOCIO Chatbot for UML Modelling: A Family of Experiments","publication_year":2021,"publication_date":"2021-09-11","ids":{"openalex":"https://openalex.org/W6963775463","doi":"https://doi.org/10.21227/c9d5-5390"},"language":"en","primary_location":{"id":"doi:10.21227/c9d5-5390","is_oa":true,"landing_page_url":"https://doi.org/10.21227/c9d5-5390","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.21227/c9d5-5390","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Ren, Ranci","orcid":null},"institutions":[{"id":"https://openalex.org/I63634437","display_name":"Universidad Aut\u00f3noma de Madrid","ror":"https://ror.org/01cby8j38","country_code":"ES","type":"education","lineage":["https://openalex.org/I63634437"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ren, Ranci","raw_affiliation_strings":["Universidad Aut\u00f3noma de Madrid"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma de Madrid","institution_ids":["https://openalex.org/I63634437"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Castro, John W.","orcid":"https://orcid.org/0000-0002-7938-7564"},"institutions":[{"id":"https://openalex.org/I201487725","display_name":"University of Atacama","ror":"https://ror.org/022yres73","country_code":"CL","type":"education","lineage":["https://openalex.org/I201487725"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Castro, John W.","raw_affiliation_strings":["Universidad de Atacama"],"raw_orcid":"https://orcid.org/0000-0002-7938-7564","affiliations":[{"raw_affiliation_string":"Universidad de Atacama","institution_ids":["https://openalex.org/I201487725"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Santos, Adri\u00e1n","orcid":"https://orcid.org/0000-0002-8690-2309"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Santos, Adri\u00e1n","raw_affiliation_strings":["University of Oulu"],"raw_orcid":"https://orcid.org/0000-0002-8690-2309","affiliations":[{"raw_affiliation_string":"University of Oulu","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Dieste, Oscar","orcid":null},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Dieste, Oscar","raw_affiliation_strings":["Universidad Polit\u00e9cnica de Madrid"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Polit\u00e9cnica de Madrid","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"last","author":{"id":null,"display_name":"Acu\u00f1a, Silvia T.","orcid":"https://orcid.org/0000-0003-2135-6113"},"institutions":[{"id":"https://openalex.org/I63634437","display_name":"Universidad Aut\u00f3noma de Madrid","ror":"https://ror.org/01cby8j38","country_code":"ES","type":"education","lineage":["https://openalex.org/I63634437"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Acu\u00f1a, Silvia T.","raw_affiliation_strings":["Universidad Aut\u00f3noma de Madrid"],"raw_orcid":"https://orcid.org/0000-0003-2135-6113","affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma de Madrid","institution_ids":["https://openalex.org/I63634437"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.7660999894142151},{"id":"https://openalex.org/keywords/class-diagram","display_name":"Class diagram","score":0.565500020980835},{"id":"https://openalex.org/keywords/ideal","display_name":"Ideal (ethics)","score":0.5612999796867371},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5169000029563904},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5083000063896179},{"id":"https://openalex.org/keywords/diagram","display_name":"Diagram","score":0.47440001368522644},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.4490000009536743},{"id":"https://openalex.org/keywords/story-driven-modeling","display_name":"Story-driven modeling","score":0.4277999997138977}],"concepts":[{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.7660999894142151},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7246999740600586},{"id":"https://openalex.org/C202446494","wikidata":"https://www.wikidata.org/wiki/Q664166","display_name":"Class diagram","level":4,"score":0.565500020980835},{"id":"https://openalex.org/C2776639384","wikidata":"https://www.wikidata.org/wiki/Q840396","display_name":"Ideal (ethics)","level":2,"score":0.5612999796867371},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5169000029563904},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5083000063896179},{"id":"https://openalex.org/C186399060","wikidata":"https://www.wikidata.org/wiki/Q959962","display_name":"Diagram","level":2,"score":0.47440001368522644},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.4490000009536743},{"id":"https://openalex.org/C168054591","wikidata":"https://www.wikidata.org/wiki/Q17152869","display_name":"Story-driven modeling","level":5,"score":0.4277999997138977},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.41749998927116394},{"id":"https://openalex.org/C48419115","wikidata":"https://www.wikidata.org/wiki/Q950859","display_name":"Communication diagram","level":5,"score":0.3912999927997589},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36039999127388},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.31139999628067017},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.31060001254081726},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.302700012922287},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3025999963283539},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.2946000099182129},{"id":"https://openalex.org/C145644426","wikidata":"https://www.wikidata.org/wiki/Q169411","display_name":"Unified Modeling Language","level":3,"score":0.28780001401901245},{"id":"https://openalex.org/C2778220771","wikidata":"https://www.wikidata.org/wiki/Q1522579","display_name":"Substitution (logic)","level":2,"score":0.2863999903202057},{"id":"https://openalex.org/C87007009","wikidata":"https://www.wikidata.org/wiki/Q210832","display_name":"Statistical hypothesis testing","level":2,"score":0.2840999960899353},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.28380000591278076},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.2833999991416931},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2676999866962433},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.2581999897956848}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21227/c9d5-5390","is_oa":true,"landing_page_url":"https://doi.org/10.21227/c9d5-5390","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"doi:10.21227/c9d5-5390","is_oa":true,"landing_page_url":"https://doi.org/10.21227/c9d5-5390","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.4106695055961609}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"CONTENTS":[0],"OF":[1],"THIS":[2],"FILEData":[3],"AnalysisExperimental":[4],"DesignData":[5],"AnalysisThis":[6],"folder":[7,28,32,235,327,330,365,368,383,387],"consists":[8],"of":[9,54,66,115,119,154,166,182,186,197,213,307,340,373,397,431,441,453],"data":[10,53,101,118,299],"obtained":[11,103,230],"from":[12,104],"the":[13,16,25,45,51,64,75,88,92,100,105,113,116,120,147,152,167,183,187,198,206,222,227,232,237,242,249,256,267,274,284,288,305,332,338,346,356,370,389,395,398,404,415,428,439,451,467],"experiments":[14,189],"and":[15,126,142,151,215,226,316,355,378,403,438,456,476,479],"materials":[17,239],"we":[18,23,43,47,60,73,86,98,102,111,132,157,192,209,220,247,254,272,335,391,413,426,449,459,465],"use":[19,48,392],"for":[20,78,91,201,349,359],"analysis.":[21],"Here":[22,42,72,85,97,110,131,208,246,253,271,412,425,448,464],"provide":[24,44,74,87,99,112,133,194,210,248,255,273,414,427,450,466],"following":[26,250],"documents:01-The":[27],"\"Class":[29],"diagrams\"":[30],"This":[31,329,367,386],"contains":[33,236,331,369,388],"class":[34,136,155,162,168,224,228],"diagrams":[35,137,163,169],"realized":[36,170],"by":[37,171],"participants":[38,281],"in":[39,231,241,259,277,310,434,444],"three":[40,55,121,188,268],"experiments.02-Code.R":[41],"code":[46,76,89],"to":[49,139,190,204,217,282,296,325,393],"analyze":[50,146],"raw":[52,117],"experiments.":[56],"With":[57],"this":[58,311],"code,":[59],"generate":[61],"profile-plots,":[62],"violin-plots,":[63],"summaries":[65],"descriptive":[67],"statistics.03-Power":[68],"calculation":[69],"(appendix":[70,83],"A).R":[71],"needed":[77,90],"a-priori":[79],"power":[80],"analysis.04-Cummulative":[81],"meta-analysis":[82,94],"B).R":[84],"cumulative":[93],"analysis.05-Familiarity":[95],"Result.xlsx":[96],"familiarity":[106,333],"questionnaire.06-Raw":[107],"Data":[108],"All.xlsx":[109],"aggregation":[114],"experiments.07-Task":[122],"1_Ideal":[123],"Class":[124,129],"diagram.png":[125,130],"08-Task":[127],"2_Ideal":[128],"two":[134,160,211],"ideal":[135,161,223],"corresponding":[138],"task":[140,143],"1":[141,351,375],"2.":[144],"To":[145,177],"response":[148],"variable":[149],"effectiveness":[150],"quality":[153],"diagrams,":[156],"compare":[158,221],"these":[159],"with":[164,420],"each":[165,202,341,445],"participants.09-Which":[172],"Variable":[173],"is":[174,264],"Statistically":[175],"Significant?.xlsx":[176],"give":[178,394],"a":[179,195],"better":[180],"understanding":[181],"statistical":[184,199],"significance":[185,200],"readers,":[191],"additionally":[193],"comparison":[196],"experiment.10-How":[203],"calculate":[205],"quality.pdf":[207],"examples":[212],"SOCIO":[214,400],"Creately":[216,408],"illustrate":[218],"how":[219],"diagram":[225,229],"experiment.Experimental":[233],"DesignThis":[234],"original":[238],"used":[240,336],"experimental":[243],"design":[244],"process.":[245,481],"documents:01-Experiment":[251],"Procedure.pdf":[252],"experiment":[257,262,342],"procedure":[258,263,419],"detail.":[260,278],"The":[261],"identical":[265],"among":[266],"experiments.02-Informed":[269],"Consent.pdf":[270],"informed":[275,285],"consent":[276,286],"We":[279,302],"require":[280],"sign":[283],"before":[287,337],"experiment,":[289],"stating":[290],"that":[291,304],"they":[292,319],"granted":[293],"us":[294],"permission":[295],"record":[297],"their":[298],"via":[300],"Telegram.":[301],"ensured":[303],"participation":[306],"all":[308],"subjects":[309],"research":[312],"was":[313],"completely":[314],"anonymous,":[315],"no":[317],"information":[318],"shared":[320],"could":[321],"be":[322],"electronically":[323],"traced":[324],"them03-The":[326],"\"Questionnaires\"":[328],"questionnaire":[334,348,358],"execution":[339],"(i.e.,":[343,352,362,376,381,401,409],"Familiarity":[344],"Questionnaire.pdf),":[345],"SUS":[347,353,357,363],"Task":[350,360,374,379],"Questionnaire_Task1.pdf)":[354],"2":[361,380],"Questionnaire_Task2.pdf).04-The":[364],"\u201cTasks\u201d":[366],"specific":[371],"content":[372],"Task1.pdf)":[377],"Task2.pdf).05-The":[382],"\u201cTutorial":[384],"Slides\u201d":[385],"slides":[390],"tutorials":[396],"chatbot":[399],"SOCIO_Tutorial.pptx)":[402],"web-based":[405],"online":[406],"tool":[407],"Creately_Tutorial.pptx).06-SMS":[410],"procedure.xlsx":[411],"Systematic":[416,435],"Mapping":[417,436],"Study":[418,437],"peer-review":[421],"opinions.07-SMS":[422],"selection":[423,429],"process.xlsx":[424],"process":[430],"primary":[432],"studies":[433],"number":[440],"papers":[442],"encountered":[443],"process.08-SMS-HCI":[446],"confjournal.docx":[447],"list":[452],"HCI":[454],"conferences":[455],"journals":[457],"where":[458],"conducted":[460],"SMS":[461,468],"search.09-SMS":[462],"procedure.docx":[463],"procedure,":[469],"including":[470],"objectives,":[471],"search":[472,477,480],"string":[473],"selection,":[474],"databases":[475],"protocol,":[478]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2025-10-10T00:00:00"}