{"id":"https://openalex.org/W2613916957","doi":"https://doi.org/10.4018/ijopcd.2017070103","title":"Process Mining and Learners' Behavior Analytics in a Collaborative and Web-Based Multi-Tabletop Environment","display_name":"Process Mining and Learners' Behavior Analytics in a Collaborative and Web-Based Multi-Tabletop Environment","publication_year":2017,"publication_date":"2017-05-12","ids":{"openalex":"https://openalex.org/W2613916957","doi":"https://doi.org/10.4018/ijopcd.2017070103","mag":"2613916957"},"language":"en","primary_location":{"id":"doi:10.4018/ijopcd.2017070103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijopcd.2017070103","pdf_url":null,"source":{"id":"https://openalex.org/S4210193066","display_name":"International Journal of Online Pedagogy and Course Design","issn_l":"2155-6873","issn":["2155-6873","2155-6881"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Online Pedagogy and Course Design","raw_type":"journal-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/A5031300330","display_name":"Parham Porouhan","orcid":"https://orcid.org/0000-0003-1209-6719"},"institutions":[{"id":"https://openalex.org/I114432228","display_name":"Siam University","ror":"https://ror.org/04j3saz95","country_code":"TH","type":"education","lineage":["https://openalex.org/I114432228"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Parham Porouhan","raw_affiliation_strings":["Siam University, Graduate School of Information Technology, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Siam University, Graduate School of Information Technology, Bangkok, Thailand","institution_ids":["https://openalex.org/I114432228"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112268303","display_name":"Wichian Premchaiswadi","orcid":null},"institutions":[{"id":"https://openalex.org/I114432228","display_name":"Siam University","ror":"https://ror.org/04j3saz95","country_code":"TH","type":"education","lineage":["https://openalex.org/I114432228"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Wichian Premchaiswadi","raw_affiliation_strings":["Siam University, Graduate School of Information Technology, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Siam University, Graduate School of Information Technology, Bangkok, Thailand","institution_ids":["https://openalex.org/I114432228"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I114432228"],"apc_list":null,"apc_paid":null,"fwci":7.1704,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.96867623,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"7","issue":"3","first_page":"29","last_page":"53"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12028","display_name":"Knowledge Management and Sharing","score":0.991100013256073,"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"}},{"id":"https://openalex.org/T10970","display_name":"Team Dynamics and Performance","score":0.9765999913215637,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/computer-science","display_name":"Computer science","score":0.7388948798179626},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.6052381992340088},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5762609243392944},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5569818615913391},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5156096816062927},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.514022707939148},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4377533197402954},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.43264150619506836},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.42636311054229736},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3171205520629883},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.287129282951355},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.18685775995254517},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1468077301979065},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08347466588020325}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7388948798179626},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.6052381992340088},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5762609243392944},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5569818615913391},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5156096816062927},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.514022707939148},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4377533197402954},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.43264150619506836},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.42636311054229736},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3171205520629883},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.287129282951355},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.18685775995254517},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1468077301979065},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08347466588020325},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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:10.4018/ijopcd.2017070103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijopcd.2017070103","pdf_url":null,"source":{"id":"https://openalex.org/S4210193066","display_name":"International Journal of Online Pedagogy and Course Design","issn_l":"2155-6873","issn":["2155-6873","2155-6881"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Online Pedagogy and Course Design","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jopcd0:v:7:y:2017:i:3:p:29-53","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJOPCD.2017070103","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W18862804","https://openalex.org/W20804813","https://openalex.org/W58022154","https://openalex.org/W85227141","https://openalex.org/W130590906","https://openalex.org/W1503894330","https://openalex.org/W1508835542","https://openalex.org/W1524402640","https://openalex.org/W1537574337","https://openalex.org/W1551289443","https://openalex.org/W1561225969","https://openalex.org/W1565530452","https://openalex.org/W1608542297","https://openalex.org/W1872199940","https://openalex.org/W1927917417","https://openalex.org/W1975273460","https://openalex.org/W1986606504","https://openalex.org/W1999826778","https://openalex.org/W2016617906","https://openalex.org/W2022885607","https://openalex.org/W2029807209","https://openalex.org/W2030594842","https://openalex.org/W2031885725","https://openalex.org/W2053369376","https://openalex.org/W2054120628","https://openalex.org/W2077264381","https://openalex.org/W2106131327","https://openalex.org/W2116543886","https://openalex.org/W2116642370","https://openalex.org/W2117876727","https://openalex.org/W2122575992","https://openalex.org/W2123110920","https://openalex.org/W2125908557","https://openalex.org/W2133391912","https://openalex.org/W2139471083","https://openalex.org/W2140755725","https://openalex.org/W2155664611","https://openalex.org/W2158127155","https://openalex.org/W2158707444","https://openalex.org/W2160135951","https://openalex.org/W2161359362","https://openalex.org/W2169966500","https://openalex.org/W2171020951","https://openalex.org/W2224848209","https://openalex.org/W2236999679","https://openalex.org/W2277855575","https://openalex.org/W2307901117","https://openalex.org/W2337902936","https://openalex.org/W2403948158","https://openalex.org/W2550377398","https://openalex.org/W2611608859","https://openalex.org/W4234506655","https://openalex.org/W4243048058","https://openalex.org/W4251292884","https://openalex.org/W4254564009","https://openalex.org/W4285719527","https://openalex.org/W7036302008"],"related_works":["https://openalex.org/W2365264209","https://openalex.org/W2509431957","https://openalex.org/W2026999166","https://openalex.org/W3020924181","https://openalex.org/W2885881666","https://openalex.org/W1992685502","https://openalex.org/W4211007821","https://openalex.org/W2802395037","https://openalex.org/W1996802783","https://openalex.org/W2117799245"],"abstract_inverted_index":{"Interactive":[0],"tabletops":[1],"alone":[2],"cannot":[3],"automatically":[4],"analyze":[5],"and":[6,66,93,129],"interpret":[7],"students'":[8],"digital":[9],"footprints":[10],"(event":[11],"logs).":[12],"Moreover,":[13],"the":[14,28,40,44,55,60,72,76,100,104,108,119,142,147,161,168],"final":[15],"artifacts":[16],"created":[17],"by":[18],"groups":[19,144,154,172],"provide":[20],"imperfect":[21],"information":[22],"about":[23,107],"each":[24,112],"individual's":[25],"contribution":[26],"to":[27,53,158,176],"group":[29],"task.":[30],"This":[31],"research":[32],"is":[33],"divided":[34],"into":[35],"two":[36],"main":[37],"parts.":[38],"In":[39,71],"first":[41],"part":[42,74],"of":[43,75,102,121,123,127,131,136,164,182],"study,":[45,77],"a":[46,179],"quantitative":[47],"survey":[48],"was":[49],"conducted":[50],"in":[51,63,111,141],"order":[52],"identify":[54],"most":[56],"significant":[57],"indicators":[58],"affecting":[59],"collaboration":[61],"process":[62,79],"an":[64],"online":[65],"networked":[67],"context-aware":[68],"multi-tabletop":[69],"environment.":[70],"second":[73],"several":[78],"mining":[80],"techniques":[81],"such":[82],"as":[83],"social":[84],"network":[85],"mining,":[86,92],"basic":[87],"performance":[88,149,153,171],"analysis,":[89],"role":[90],"hierarchy":[91],"dotted":[94],"chart":[95],"analysis":[96],"were":[97,138],"used":[98],"with":[99,146],"purpose":[101],"increasing":[103],"instructor's":[105],"awareness/knowledge":[106],"collaborative":[109],"dynamics":[110],"group.":[113],"The":[114],"empirical":[115],"findings":[116],"showed":[117,155,173],"that":[118],"levels":[120],"symmetry":[122,130],"actions":[124,165,183],"(or":[125,133],"similarity":[126],"tasks)":[128],"roles":[132],"low":[134,148,170],"division":[135],"labor)":[137],"much":[139],"higher":[140],"high-performance":[143],"compared":[145],"groups.":[150],"Consequently,":[151],"high":[152],"increased":[156,174],"tendencies":[157,175],"work":[159,177],"on":[160,178],"same":[162],"range":[163,181],"\u2018together'.":[166],"Quite":[167],"opposite,":[169],"dissimilar":[180],"\u2018individually'.":[184]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":6}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}