{"id":"https://openalex.org/W3139038810","doi":"https://doi.org/10.1109/bigdata50022.2020.9378153","title":"On the Large-scale Graph Data Processing for User Interface Testing in Big Data Science Projects","display_name":"On the Large-scale Graph Data Processing for User Interface Testing in Big Data Science Projects","publication_year":2020,"publication_date":"2020-12-10","ids":{"openalex":"https://openalex.org/W3139038810","doi":"https://doi.org/10.1109/bigdata50022.2020.9378153","mag":"3139038810"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata50022.2020.9378153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata50022.2020.9378153","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Big Data (Big Data)","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/A5081998055","display_name":"Yasin Uygun","orcid":null},"institutions":[{"id":"https://openalex.org/I4101805","display_name":"Y\u0131ld\u0131z Technical University","ror":"https://ror.org/0547yzj13","country_code":"TR","type":"education","lineage":["https://openalex.org/I4101805"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Yasin Uygun","raw_affiliation_strings":["Yildiz Tecnical University,Computer Engineering,Istanbul,Turkey"],"affiliations":[{"raw_affiliation_string":"Yildiz Tecnical University,Computer Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I4101805"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089097061","display_name":"Ramazan Faruk Oguz","orcid":null},"institutions":[{"id":"https://openalex.org/I4101805","display_name":"Y\u0131ld\u0131z Technical University","ror":"https://ror.org/0547yzj13","country_code":"TR","type":"education","lineage":["https://openalex.org/I4101805"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ramazan Faruk Oguz","raw_affiliation_strings":["Yildiz Tecnical University,Computer Engineering,Istanbul,Turkey"],"affiliations":[{"raw_affiliation_string":"Yildiz Tecnical University,Computer Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I4101805"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064160082","display_name":"Erdi \u00d6lmezo\u011fullar\u0131","orcid":"https://orcid.org/0000-0001-8476-1154"},"institutions":[{"id":"https://openalex.org/I4210135422","display_name":"Microsoft (Norway)","ror":"https://ror.org/03jtz4s80","country_code":"NO","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210135422"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Erdi Olmezogullari","raw_affiliation_strings":["Microsoft,Development Center,Oslo,Norway"],"affiliations":[{"raw_affiliation_string":"Microsoft,Development Center,Oslo,Norway","institution_ids":["https://openalex.org/I4210135422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036873257","display_name":"Mehmet S. Akta\u015f","orcid":"https://orcid.org/0000-0001-7908-5067"},"institutions":[{"id":"https://openalex.org/I4101805","display_name":"Y\u0131ld\u0131z Technical University","ror":"https://ror.org/0547yzj13","country_code":"TR","type":"education","lineage":["https://openalex.org/I4101805"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mehmet S. Aktas","raw_affiliation_strings":["Yildiz Tecnical University,Computer Engineering,Istanbul,Turkey"],"affiliations":[{"raw_affiliation_string":"Yildiz Tecnical University,Computer Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I4101805"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081998055"],"corresponding_institution_ids":["https://openalex.org/I4101805"],"apc_list":null,"apc_paid":null,"fwci":9.4562,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.98022396,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"2049","last_page":"2056"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9983999729156494,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9983999729156494,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.8527699708938599},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.6082420945167542},{"id":"https://openalex.org/keywords/unit-testing","display_name":"Unit testing","score":0.5324320197105408},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.5032634139060974},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.49856138229370117},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.45820000767707825},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.44842320680618286},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4454433023929596},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.44197946786880493},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4110003113746643},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39938104152679443},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.38604533672332764},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.360759973526001},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.24573755264282227},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1518842577934265},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.14640673995018005},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.110787034034729},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.0995430052280426}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8527699708938599},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.6082420945167542},{"id":"https://openalex.org/C148027188","wikidata":"https://www.wikidata.org/wiki/Q907375","display_name":"Unit testing","level":3,"score":0.5324320197105408},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.5032634139060974},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.49856138229370117},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.45820000767707825},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.44842320680618286},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4454433023929596},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.44197946786880493},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4110003113746643},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39938104152679443},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.38604533672332764},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.360759973526001},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.24573755264282227},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1518842577934265},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.14640673995018005},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.110787034034729},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.0995430052280426},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata50022.2020.9378153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata50022.2020.9378153","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W92484417","https://openalex.org/W1986114096","https://openalex.org/W1994099982","https://openalex.org/W1995655823","https://openalex.org/W2055886766","https://openalex.org/W2125441033","https://openalex.org/W2137313854","https://openalex.org/W2152805927","https://openalex.org/W2465506749","https://openalex.org/W2579341719","https://openalex.org/W2584279374","https://openalex.org/W2624925877","https://openalex.org/W2806011239","https://openalex.org/W2888036652","https://openalex.org/W2890449964","https://openalex.org/W2912714672","https://openalex.org/W2924514597","https://openalex.org/W2946727759","https://openalex.org/W4230906481"],"related_works":["https://openalex.org/W4389670110","https://openalex.org/W2429057255","https://openalex.org/W2187546663","https://openalex.org/W148745890","https://openalex.org/W2611942503","https://openalex.org/W4315621326","https://openalex.org/W2899790217","https://openalex.org/W1576092969","https://openalex.org/W1649706580","https://openalex.org/W3195608031"],"abstract_inverted_index":{"In":[0,94],"functional":[1],"User":[2,35,90],"Interface":[3,36,91],"testing,":[4],"test":[5,18,22,37,92,123,146],"scenarios":[6],"are":[7,15,84,204],"written":[8],"with":[9],"respect":[10],"to":[11,60,149,160,190],"the":[12,78,81,106,114,140,143,162,169,177,182,194,208,211],"requirements":[13,33],"that":[14,68,111,135],"specified":[16],"by":[17,181],"analysts.":[19],"Usually,":[20],"a":[21,44,109,155],"analyst":[23],"focuses":[24],"on":[25,105,139],"base":[26,40],"URLs":[27,72],"and":[28,57,103,166,172,206],"HTML":[29],"components":[30],"while":[31],"collecting":[32],"of":[34,47,80,101,108,116,142,176,210],"scenarios.":[38,93],"A":[39],"URL":[41,119],"is":[42,58,129],"essentially":[43],"unit":[45],"segment":[46],"large":[48],"scale":[49,197],"graph":[50],"data.":[51],"It":[52],"has":[53],"mostly":[54],"dynamic":[55,71,118],"shape":[56],"used":[59,138],"navigate":[61],"pages":[62],"amongst":[63],"application's":[64],"pages.":[65],"We":[66,153,185],"argue":[67],"even":[69],"though":[70],"have":[73],"additional":[74],"important":[75],"information":[76],"about":[77],"content":[79],"page,":[82],"they":[83],"not":[85],"being":[86],"utilized":[87],"in":[88,121],"generating":[89],"this":[95,99],"study,":[96],"we":[97,167],"address":[98],"lack":[100],"capability":[102],"focus":[104],"development":[107],"methodology":[110,128,159,171],"can":[112,136],"support":[113],"usage":[115],"large-scale":[117],"datasets":[120],"UI":[122,145],"script":[124],"generation.":[125],"Our":[126],"proposed":[127,170,195,212],"designed":[130],"as":[131],"an":[132,174],"add-on":[133],"tool":[134],"be":[137],"top":[141],"existing":[144],"automation":[147],"tools":[148],"improve":[150],"testing":[151,158],"quality.":[152],"introduce":[154],"higher":[156],"quality":[157],"make":[161],"results":[163,203],"more":[164],"accurate,":[165],"discuss":[168],"give":[173],"overview":[175],"implementation":[178],"details":[179],"followed":[180],"evaluation":[183],"results.":[184],"perform":[186],"various":[187],"performance":[188],"evaluations":[189],"investigate":[191],"how":[192],"well":[193],"algorithms":[196],"under":[198],"increasing":[199],"data":[200],"sizes.":[201],"The":[202],"promising":[205],"show":[207],"usability":[209],"methodology.":[213]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-29T06:01:01.467347","created_date":"2025-10-10T00:00:00"}
