{"id":"https://openalex.org/W3127357432","doi":"https://doi.org/10.1109/snams52053.2020.9336551","title":"Mining Digital User Traces","display_name":"Mining Digital User Traces","publication_year":2020,"publication_date":"2020-12-14","ids":{"openalex":"https://openalex.org/W3127357432","doi":"https://doi.org/10.1109/snams52053.2020.9336551","mag":"3127357432"},"language":"en","primary_location":{"id":"doi:10.1109/snams52053.2020.9336551","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snams52053.2020.9336551","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Seventh International Conference on Social Networks Analysis, Management and Security (SNAMS)","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/A5074698656","display_name":"Denis Heli\u0107","orcid":"https://orcid.org/0000-0003-0725-7450"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Denis Helic","raw_affiliation_strings":["TU Graz,Austria","TU Graz, Austria"],"affiliations":[{"raw_affiliation_string":"TU Graz,Austria","institution_ids":["https://openalex.org/I4092182"]},{"raw_affiliation_string":"TU Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5074698656"],"corresponding_institution_ids":["https://openalex.org/I4092182"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18196251,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7786238193511963},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.759521484375},{"id":"https://openalex.org/keywords/computer-user-satisfaction","display_name":"Computer user satisfaction","score":0.5502340197563171},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5072943568229675},{"id":"https://openalex.org/keywords/casual","display_name":"Casual","score":0.5033206343650818},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4962015748023987},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4959660470485687},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.4952310621738434},{"id":"https://openalex.org/keywords/user-experience-design","display_name":"User experience design","score":0.44418850541114807},{"id":"https://openalex.org/keywords/online-community","display_name":"Online community","score":0.4144599735736847},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.41278812289237976},{"id":"https://openalex.org/keywords/user-interface-design","display_name":"User interface design","score":0.4084387421607971}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7786238193511963},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.759521484375},{"id":"https://openalex.org/C63880386","wikidata":"https://www.wikidata.org/wiki/Q5157592","display_name":"Computer user satisfaction","level":4,"score":0.5502340197563171},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5072943568229675},{"id":"https://openalex.org/C2781426162","wikidata":"https://www.wikidata.org/wiki/Q2275793","display_name":"Casual","level":2,"score":0.5033206343650818},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4962015748023987},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4959660470485687},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.4952310621738434},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.44418850541114807},{"id":"https://openalex.org/C2778165684","wikidata":"https://www.wikidata.org/wiki/Q6576792","display_name":"Online community","level":2,"score":0.4144599735736847},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.41278812289237976},{"id":"https://openalex.org/C149229913","wikidata":"https://www.wikidata.org/wiki/Q135707","display_name":"User interface design","level":3,"score":0.4084387421607971},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"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":1,"locations":[{"id":"doi:10.1109/snams52053.2020.9336551","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snams52053.2020.9336551","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Seventh International Conference on Social Networks Analysis, Management and Security (SNAMS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3048212026","https://openalex.org/W2505756943","https://openalex.org/W2471180092","https://openalex.org/W2214462757","https://openalex.org/W1590657835","https://openalex.org/W2893969762","https://openalex.org/W145924344","https://openalex.org/W317925544","https://openalex.org/W2023627592","https://openalex.org/W4316810125"],"abstract_inverted_index":{"While":[0],"working":[1],"on":[2,78,82,139,143,203,221],"online":[3],"platforms":[4],"users":[5,179,205],"leave":[6],"a":[7,115,174,185,213,227],"plethora":[8],"of":[9,49,66,85,118,146,161,177,212,234,240],"digital":[10,28],"traces":[11],"including":[12],"click":[13],"&":[14,21],"edit":[15],"logs,":[16],"social":[17,42,141,223],"media":[18],"posts,":[19],"likes":[20],"votes,":[22],"and":[23,52,98,187],"similar.":[24],"By":[25],"analyzing":[26],"user":[27,36,41,50,67,80,87,93,123,140,147,155,222,242],"traces,":[29],"we":[30,90,150],"gain":[31],"insights":[32,45],"into":[33],"(i)":[34],"individual":[35,79],"behavior":[37,81,94,104],"and,":[38],"(ii)":[39],"the":[40,70,83,100,131,144,152,159,182,219],"interactions.":[43],"These":[44],"broaden":[46],"our":[47],"understanding":[48],"interactions":[51,142,224],"support":[53],"system":[54],"operators":[55,202],"in":[56,69],"optimizing":[57],"their":[58,103],"systems.":[59],"My":[60],"talk":[61],"will":[62,74,113,135,217],"follow":[63],"these":[64,109],"components":[65],"behavior:":[68],"first":[71],"part":[72],"I":[73,112,134,216],"present":[75,114,136],"my":[76,137],"research":[77],"example":[84,145],"sequential":[86,92],"behavior.":[88],"Here,":[89],"model":[91],"with":[95],"Markov":[96,110],"chains":[97],"express":[99],"hypotheses":[101],"about":[102],"as":[105,122,184],"prior":[106],"distributions":[107],"over":[108],"chains.":[111],"few":[116],"applications":[117],"this":[119],"framework":[120],"such":[121],"navigation,":[124],"ontology":[125],"editing":[126],"or":[127],"urban":[128],"movements.":[129],"In":[130],"second":[132],"part,":[133],"work":[138],"activity.":[148],"Here":[149],"ask":[151],"question,":[153],"how":[154],"mutual":[156],"influence":[157],"affect":[158],"sustainability":[160],"communities.":[162],"We":[163],"find":[164],"that":[165],"growing":[166],"communities":[167],"exhibit":[168],"high":[169],"early":[170],"stage":[171],"activity":[172,190],"by":[173,191,225],"small":[175],"core":[176],"power":[178],"reacting":[180],"to":[181,206,231],"community":[183,195,201],"whole,":[186],"strong":[188],"long-term":[189],"casual":[192],"users,":[193],"suggesting":[194],"openness.":[196],"Our":[197],"results":[198],"can":[199],"inform":[200],"which":[204],"focus":[207],"at":[208],"different":[209],"developmental":[210],"stages":[211],"community.":[214],"Lastly,":[215],"conclude":[218],"topic":[220],"presenting":[226],"novel":[228],"Bayesian":[229],"approach":[230],"parameter":[232],"estimation":[233],"multivariate":[235],"point":[236],"processes":[237],"for":[238],"modelling":[239],"discrete":[241],"events.":[243]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
