{"id":"https://openalex.org/W3035376455","doi":"https://doi.org/10.1145/3397271.3401059","title":"On Understanding Data Worker Interaction Behaviors","display_name":"On Understanding Data Worker Interaction Behaviors","publication_year":2020,"publication_date":"2020-07-25","ids":{"openalex":"https://openalex.org/W3035376455","doi":"https://doi.org/10.1145/3397271.3401059","mag":"3035376455"},"language":"en","primary_location":{"id":"doi:10.1145/3397271.3401059","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3397271.3401059","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval","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/A5101540918","display_name":"Lei Han","orcid":"https://orcid.org/0000-0002-7777-3592"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Lei Han","raw_affiliation_strings":["The University of Queensland, Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044462112","display_name":"Tianwa Chen","orcid":"https://orcid.org/0000-0002-5135-0313"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tianwa Chen","raw_affiliation_strings":["The University of Queensland, Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052565959","display_name":"Gianluca Demartini","orcid":"https://orcid.org/0000-0002-7311-3693"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gianluca Demartini","raw_affiliation_strings":["The University of Queensland, Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019857678","display_name":"Marta Indulska","orcid":"https://orcid.org/0000-0002-2156-4097"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Marta Indulska","raw_affiliation_strings":["The University of Queensland, Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070591850","display_name":"Shazia Sadiq","orcid":"https://orcid.org/0000-0001-6739-4145"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shazia Sadiq","raw_affiliation_strings":["The University of Queensland, Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101540918"],"corresponding_institution_ids":["https://openalex.org/I165143802"],"apc_list":null,"apc_paid":null,"fwci":3.0598,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.92931283,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"269","last_page":"278"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9951000213623047,"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":0.9951000213623047,"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/T11719","display_name":"Data Quality and Management","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9937000274658203,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8024078607559204},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.649489164352417},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.552449643611908},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.5162334442138672},{"id":"https://openalex.org/keywords/snippet","display_name":"Snippet","score":0.48584720492362976},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4836226999759674},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.4403769075870514},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.41383498907089233},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.39694857597351074},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3556745648384094},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.2743367552757263},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.09799227118492126}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8024078607559204},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.649489164352417},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.552449643611908},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.5162334442138672},{"id":"https://openalex.org/C2777822670","wikidata":"https://www.wikidata.org/wiki/Q1120538","display_name":"Snippet","level":2,"score":0.48584720492362976},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4836226999759674},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.4403769075870514},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.41383498907089233},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.39694857597351074},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3556745648384094},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2743367552757263},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.09799227118492126},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3397271.3401059","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3397271.3401059","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:20c5c47","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1551385575","https://openalex.org/W1979805802","https://openalex.org/W1989206341","https://openalex.org/W2006291142","https://openalex.org/W2019658628","https://openalex.org/W2058310153","https://openalex.org/W2058751521","https://openalex.org/W2064766209","https://openalex.org/W2079262584","https://openalex.org/W2120889650","https://openalex.org/W2125027820","https://openalex.org/W2132667707","https://openalex.org/W2134504514","https://openalex.org/W2147252560","https://openalex.org/W2151996389","https://openalex.org/W2249254870","https://openalex.org/W2270249641","https://openalex.org/W2562283110","https://openalex.org/W2610935804","https://openalex.org/W2613368338","https://openalex.org/W2748075772","https://openalex.org/W2792572948","https://openalex.org/W2809161078","https://openalex.org/W2810460522","https://openalex.org/W2810627707","https://openalex.org/W2920914241","https://openalex.org/W2922012916","https://openalex.org/W2941766203","https://openalex.org/W2962920143","https://openalex.org/W4213346165","https://openalex.org/W4231026759","https://openalex.org/W4247854836"],"related_works":["https://openalex.org/W1607713096","https://openalex.org/W3036724449","https://openalex.org/W2798329462","https://openalex.org/W1511521437","https://openalex.org/W3201315194","https://openalex.org/W4318980730","https://openalex.org/W4289376745","https://openalex.org/W2950904665","https://openalex.org/W2896663616","https://openalex.org/W2023083803"],"abstract_inverted_index":{"Understanding":[0],"how":[1,76,87],"data":[2,6,49,55,68,72,88,132,173,185,251,265],"workers":[3,50,69,89,174,266],"interact":[4],"with":[5,120,178,242],"and":[7,44,75,93,181,226,246],"various":[8,243],"pieces":[9],"of":[10,38,67,117,127,240,260],"information":[11,41,91,247],"(e.g.,":[12],"code":[13,160,167,225,231],"snippet":[14],"examples)":[15],"is":[16,35,140,154,186],"key":[17],"to":[18,81,95,148,161,175,190,198,218,227,232,249],"design":[19,259],"systems":[20,263],"that":[21,112,144,205,210],"can":[22,145],"better":[23,150],"support":[24,96,191],"them":[25],"in":[26,70,137,221],"exploring":[27],"a":[28,36,105,109,121,141,155],"given":[29],"dataset.":[30],"To":[31,100],"date,":[32],"however,":[33],"there":[34],"paucity":[37],"research":[39],"studying":[40],"seeking":[42],"patterns":[43,239],"the":[45,65,115,169,195,206,216,258],"strategies":[46],"adopted":[47],"by":[48],"as":[51],"they":[52],"carry":[53],"out":[54],"curation":[56,252],"activities.":[57],"In":[58],"this":[59,101],"work,":[60],"we":[61,85,103,202],"aim":[62],"at":[63],"understanding":[64],"behaviors":[66,196],"discovering":[71],"quality":[73],"issues,":[74],"these":[77],"behavioral":[78],"observations":[79],"relate":[80],"their":[82,97,179],"performance.":[83],"Specifically,":[84],"investigate":[86],"use":[90,116],"resources":[92,139,248],"tools":[94],"task":[98],"completion.":[99],"end,":[102],"collect":[104],"multi-modal":[106],"dataset":[107],"through":[108],"data-driven":[110],"experiment":[111],"relies":[113],"on":[114,125,257],"eye-tracking":[118],"technology":[119],"purpose-designed":[122],"platform":[123],"built":[124],"top":[126],"iPython":[128],"Notebook.":[129],"The":[130],"collected":[131],"reveals":[133],"that:":[134],"(i)":[135],"searching":[136],"external":[138,212],"prevalent":[142],"action":[143],"be":[146],"leveraged":[147],"achieve":[149],"performance;":[151],"(ii)":[152],"'copy-paste-modify'":[153],"typical":[156],"strategy":[157],"for":[158,229,264],"writing":[159,222],"complete":[162],"tasks;":[163],"(iii)":[164],"providing":[165],"sample":[166],"within":[168],"system":[170,244],"could":[171],"help":[172],"get":[176],"started":[177],"task;":[180],"(iv)":[182],"surfacing":[183],"underlying":[184],"an":[187],"effective":[188],"way":[189],"exploration.":[192],"By":[193],"investigating":[194],"prior":[197],"each":[199],"search":[200,213,228],"action,":[201],"also":[203],"find":[204],"most":[207],"common":[208],"reasons":[209],"trigger":[211],"actions":[214],"are":[215],"need":[217],"seek":[219],"assistance":[220],"or":[223],"debugging":[224],"relevant":[230],"reuse.":[233],"Our":[234],"findings":[235],"provide":[236],"insights":[237],"into":[238],"interactions":[241],"components":[245],"perform":[250],"tasks.":[253],"This":[254],"bears":[255],"implications":[256],"domain-specific":[261],"IR":[262],"like":[267],"code-base":[268],"search.":[269]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}