{"id":"https://openalex.org/W2962771808","doi":"https://doi.org/10.1145/3338906.3338939","title":"Going big: a large-scale study on what big data developers ask","display_name":"Going big: a large-scale study on what big data developers ask","publication_year":2019,"publication_date":"2019-08-09","ids":{"openalex":"https://openalex.org/W2962771808","doi":"https://doi.org/10.1145/3338906.3338939","mag":"2962771808"},"language":"en","primary_location":{"id":"doi:10.1145/3338906.3338939","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3338906.3338939","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering","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/A5101956651","display_name":"Mehdi Bagherzadeh","orcid":"https://orcid.org/0000-0003-1549-881X"},"institutions":[{"id":"https://openalex.org/I177721651","display_name":"Oakland University","ror":"https://ror.org/01ythxj32","country_code":"US","type":"education","lineage":["https://openalex.org/I177721651"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mehdi Bagherzadeh","raw_affiliation_strings":["Oakland University, USA"],"affiliations":[{"raw_affiliation_string":"Oakland University, USA","institution_ids":["https://openalex.org/I177721651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084682434","display_name":"Raffi Khatchadourian","orcid":"https://orcid.org/0000-0002-7930-0182"},"institutions":[{"id":"https://openalex.org/I174216632","display_name":"City University of New York","ror":"https://ror.org/00453a208","country_code":"US","type":"education","lineage":["https://openalex.org/I174216632"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Raffi Khatchadourian","raw_affiliation_strings":["City University of New York, USA"],"affiliations":[{"raw_affiliation_string":"City University of New York, USA","institution_ids":["https://openalex.org/I174216632"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101956651"],"corresponding_institution_ids":["https://openalex.org/I177721651"],"apc_list":null,"apc_paid":null,"fwci":19.7266,"has_fulltext":false,"cited_by_count":107,"citation_normalized_percentile":{"value":0.99268974,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"432","last_page":"442"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9993000030517578,"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/T10260","display_name":"Software Engineering Research","score":0.9993000030517578,"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":0.9988999962806702,"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9954000115394592,"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/big-data","display_name":"Big data","score":0.8987395763397217},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7314028739929199},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.6821351051330566},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6600906252861023},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.6315428018569946},{"id":"https://openalex.org/keywords/ask-price","display_name":"Ask price","score":0.5903968811035156},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.5259124040603638},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5026676654815674},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5009300708770752},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.49529901146888733},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4791942536830902},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1603904366493225},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07933256030082703}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8987395763397217},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7314028739929199},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.6821351051330566},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6600906252861023},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6315428018569946},{"id":"https://openalex.org/C90329073","wikidata":"https://www.wikidata.org/wiki/Q914232","display_name":"Ask price","level":2,"score":0.5903968811035156},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.5259124040603638},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5026676654815674},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5009300708770752},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.49529901146888733},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4791942536830902},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1603904366493225},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07933256030082703},{"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/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3338906.3338939","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3338906.3338939","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:academicworks.cuny.edu:hc_pubs-1615","is_oa":false,"landing_page_url":"https://academicworks.cuny.edu/hc_pubs/524","pdf_url":null,"source":{"id":"https://openalex.org/S4377196304","display_name":"CUNY Academic Works (City University of New York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I174216632","host_organization_name":"City University of New York","host_organization_lineage":["https://openalex.org/I174216632"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Publications and Research","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1553682320","https://openalex.org/W1974648336","https://openalex.org/W1975761003","https://openalex.org/W1979991500","https://openalex.org/W2025892295","https://openalex.org/W2044102377","https://openalex.org/W2056894403","https://openalex.org/W2079756993","https://openalex.org/W2087715056","https://openalex.org/W2093400716","https://openalex.org/W2099769844","https://openalex.org/W2108545456","https://openalex.org/W2109574129","https://openalex.org/W2110228583","https://openalex.org/W2123246351","https://openalex.org/W2129251351","https://openalex.org/W2163004671","https://openalex.org/W2182687482","https://openalex.org/W2271635320","https://openalex.org/W2327265941","https://openalex.org/W2357927175","https://openalex.org/W2511548333","https://openalex.org/W2548126955","https://openalex.org/W2739631690","https://openalex.org/W2757656223","https://openalex.org/W2895297154","https://openalex.org/W2899327512","https://openalex.org/W2951985317","https://openalex.org/W4242616924"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2368049389","https://openalex.org/W2170801710","https://openalex.org/W2384861574","https://openalex.org/W2952704802","https://openalex.org/W4294565801","https://openalex.org/W2142306706","https://openalex.org/W2477036161"],"abstract_inverted_index":{"Software":[0],"developers":[1,21],"are":[2,32],"increasingly":[3],"required":[4],"to":[5,25,56,78,88,101],"write":[6],"big":[7,13,27,63,75,80,93,127],"data":[8,14,28,64,76,81,94,128],"code.":[9],"However,":[10],"they":[11,31],"find":[12],"software":[15,129],"development":[16,130],"challenging.":[17],"To":[18,66],"help":[19],"these":[20,44,90],"it":[22],"is":[23],"necessary":[24],"understand":[26,57],"topics":[29,98,111],"that":[30],"interested":[33],"in":[34,43],"and":[35,60,108,112,115,124,131],"the":[36,58,68,136],"difficulty":[37,109],"of":[38,62,74,110,118,126,138],"finding":[39],"answers":[40],"for":[41,121],"questions":[42],"topics.":[45],"In":[46],"this":[47],"work,":[48],"we":[49,70],"conduct":[50,67],"a":[51,72,103],"large-scale":[52],"study":[53],"on":[54],"Stackoverflow":[55],"interest":[59],"difficulties":[61],"developers.":[65],"study,":[69],"develop":[71],"set":[73],"tags":[77],"extract":[79],"posts":[82,91],"from":[83],"Stackoverflow;":[84],"use":[85],"topic":[86,104],"modeling":[87],"group":[89,96],"into":[92,99],"topics;":[95],"similar":[97],"categories":[100],"construct":[102],"hierarchy;":[105],"analyze":[106],"popularity":[107],"their":[113,133],"correlations;":[114],"discuss":[116],"implications":[117],"our":[119],"findings":[120,137],"practice,":[122],"research":[123],"education":[125],"investigate":[132],"coincidence":[134],"with":[135],"previous":[139],"work.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":24},{"year":2020,"cited_by_count":13}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
