{"id":"https://openalex.org/W2461379065","doi":"https://doi.org/10.1145/2914586.2914631","title":"Mining Interaction Patterns in the Design of Web Applications for Improving User Experience","display_name":"Mining Interaction Patterns in the Design of Web Applications for Improving User Experience","publication_year":2016,"publication_date":"2016-07-08","ids":{"openalex":"https://openalex.org/W2461379065","doi":"https://doi.org/10.1145/2914586.2914631","mag":"2461379065"},"language":"en","primary_location":{"id":"doi:10.1145/2914586.2914631","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2914586.2914631","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM Conference on Hypertext and Social Media","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/A5110441795","display_name":"Vassiliki Gkantouna","orcid":"https://orcid.org/0000-0003-1612-2822"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Vassiliki Gkantouna","raw_affiliation_strings":["University of Patras, Patras, Greece"],"affiliations":[{"raw_affiliation_string":"University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111647071","display_name":"Athanasios Tsakalidis","orcid":null},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Athanasios Tsakalidis","raw_affiliation_strings":["University of Patras, Patras, Greece"],"affiliations":[{"raw_affiliation_string":"University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039150569","display_name":"Giannis Tzimas","orcid":"https://orcid.org/0000-0002-4073-7256"},"institutions":[{"id":"https://openalex.org/I1319660883","display_name":"Technological Educational Institute of Western Greece","ror":"https://ror.org/01mymm084","country_code":"GR","type":"education","lineage":["https://openalex.org/I1319660883"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Giannis Tzimas","raw_affiliation_strings":["Technological Educational Institute of Western Greece, Patras, Greece"],"affiliations":[{"raw_affiliation_string":"Technological Educational Institute of Western Greece, Patras, Greece","institution_ids":["https://openalex.org/I1319660883"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5110441795"],"corresponding_institution_ids":["https://openalex.org/I174878644"],"apc_list":null,"apc_paid":null,"fwci":3.9943,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.94140706,"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":"219","last_page":"224"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12720","display_name":"Multimedia Communication and Technology","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12720","display_name":"Multimedia Communication and Technology","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T12601","display_name":"Web Applications and Data Management","score":0.9975000023841858,"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/T12799","display_name":"Mobile and Web Applications","score":0.9941999912261963,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8045417070388794},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.7012665271759033},{"id":"https://openalex.org/keywords/web-design","display_name":"Web design","score":0.60992830991745},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.5551763772964478},{"id":"https://openalex.org/keywords/user-experience-design","display_name":"User experience design","score":0.5295622944831848},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5287508368492126},{"id":"https://openalex.org/keywords/web-modeling","display_name":"Web modeling","score":0.4991936683654785},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.4892258644104004},{"id":"https://openalex.org/keywords/user-interface-design","display_name":"User interface design","score":0.46219757199287415},{"id":"https://openalex.org/keywords/conceptual-model","display_name":"Conceptual model","score":0.45291683077812195},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4497138261795044},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4190393090248108},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3578782081604004},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.24079763889312744},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.150213360786438},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07776430249214172}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8045417070388794},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.7012665271759033},{"id":"https://openalex.org/C521306242","wikidata":"https://www.wikidata.org/wiki/Q190637","display_name":"Web design","level":3,"score":0.60992830991745},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.5551763772964478},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.5295622944831848},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5287508368492126},{"id":"https://openalex.org/C130436687","wikidata":"https://www.wikidata.org/wiki/Q7978591","display_name":"Web modeling","level":3,"score":0.4991936683654785},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.4892258644104004},{"id":"https://openalex.org/C149229913","wikidata":"https://www.wikidata.org/wiki/Q135707","display_name":"User interface design","level":3,"score":0.46219757199287415},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.45291683077812195},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4497138261795044},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4190393090248108},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3578782081604004},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.24079763889312744},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.150213360786438},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07776430249214172},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2914586.2914631","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2914586.2914631","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM Conference on Hypertext and Social Media","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W70638547","https://openalex.org/W78487101","https://openalex.org/W123844724","https://openalex.org/W140569653","https://openalex.org/W1494613787","https://openalex.org/W1546427960","https://openalex.org/W1649645444","https://openalex.org/W1963862494","https://openalex.org/W1967583234","https://openalex.org/W1974601038","https://openalex.org/W2098087833","https://openalex.org/W2121433161","https://openalex.org/W2158532199","https://openalex.org/W2170726034","https://openalex.org/W2186780860","https://openalex.org/W2612435456"],"related_works":["https://openalex.org/W3048212026","https://openalex.org/W3200149316","https://openalex.org/W2893969762","https://openalex.org/W1498027272","https://openalex.org/W2108203100","https://openalex.org/W3141574841","https://openalex.org/W1583761149","https://openalex.org/W4281668370","https://openalex.org/W2371955834","https://openalex.org/W2369681371"],"abstract_inverted_index":{"The":[0],"key":[1],"success":[2,74],"factor":[3],"for":[4],"modern":[5],"web":[6,87,150,207],"applications":[7,31,88],"is":[8],"their":[9],"acceptance":[10],"by":[11],"the":[12,18,21,43,53,61,64,82,92,98,113,131,145,159,165,169,186,202],"end-users":[13],"which":[14],"heavily":[15],"depends":[16],"on":[17],"quality":[19,67],"of":[20,68,85,91,117,120,148,158,167,204,206],"user":[22,100,132],"experience":[23],"that":[24,37,48,55,96,124,142],"they":[25,49,56],"offer":[26],"to":[27,41,133,163],"them.":[28],"Users":[29],"require":[30],"designed":[32],"in":[33,89,112,161],"such":[34],"a":[35,118,140,149,155],"way":[36],"it":[38],"enables":[39],"them":[40],"learn":[42],"supported":[44],"functionalities":[45],"easily,":[46],"so":[47],"can":[50,71,194],"quickly":[51],"find":[52],"information":[54],"are":[57,182],"looking":[58],"for.":[59],"Therefore,":[60],"usability":[62],"and":[63,128,152,198],"overall":[65],"design":[66,94],"an":[69],"application":[70,114,151,187],"determine":[72],"its":[73],"or":[75],"failure.":[76],"In":[77],"this":[78],"paper,":[79],"we":[80,174],"analyze":[81],"conceptual":[83,146],"model":[84,147,160],"CMS-based":[86],"terms":[90],"incorporated":[93],"fragments":[95,106],"support":[97],"various":[99],"interaction":[101,109,171],"processes.":[102],"We":[103,137],"consider":[104],"these":[105,180,191],"as":[107],"recurrent":[108,170],"patterns":[110,181],"occurring":[111],"model,":[115],"consisting":[116],"configuration":[119],"front-end":[121],"interface":[122],"components":[123],"interrelate":[125],"each":[126],"other":[127],"interact":[129],"with":[130],"achieve":[134],"certain":[135],"functionality.":[136],"have":[138],"developed":[139],"methodology":[141],"automatically":[143],"extracts":[144],"subsequently":[153],"performs":[154],"pattern-based":[156],"analysis":[157],"order":[162],"identify":[164],"occurrences":[166],"all":[168],"patterns.":[172],"Finally,":[173],"calculate":[175],"evaluation":[176],"metrics":[177],"revealing":[178],"whether":[179],"used":[183],"consistently":[184],"throughout":[185],"design.":[188],"By":[189],"utilizing":[190],"patterns,":[192],"developers":[193],"produce":[195],"more":[196],"consistent":[197],"predictable":[199],"designs,":[200],"improving":[201],"ease":[203],"use":[205],"applications.":[208]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
