{"id":"https://openalex.org/W4385079035","doi":"https://doi.org/10.1145/3597465.3605225","title":"VALUE","display_name":"VALUE","publication_year":2023,"publication_date":"2023-06-18","ids":{"openalex":"https://openalex.org/W4385079035","doi":"https://doi.org/10.1145/3597465.3605225"},"language":"en","primary_location":{"id":"doi:10.1145/3597465.3605225","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3597465.3605225","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Workshop on Human-In-the-Loop Data Analytics","raw_type":"proceedings-article"},"type":"conference-paper","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/A5079138298","display_name":"Kaustav Bhattacharjee","orcid":"https://orcid.org/0000-0001-7530-7865"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kaustav Bhattacharjee","raw_affiliation_strings":["New Jersey Institute of Technology, Newark, New Jersey, USA"],"raw_orcid":"https://orcid.org/0000-0001-7530-7865","affiliations":[{"raw_affiliation_string":"New Jersey Institute of Technology, Newark, New Jersey, USA","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051193196","display_name":"Aritra Dasgupta","orcid":"https://orcid.org/0000-0002-5551-5103"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aritra Dasgupta","raw_affiliation_strings":["New Jersey Institute of Technology, Newark, New Jersey, USA"],"raw_orcid":"https://orcid.org/0000-0002-5551-5103","affiliations":[{"raw_affiliation_string":"New Jersey Institute of Technology, Newark, New Jersey, USA","institution_ids":["https://openalex.org/I118118575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I118118575"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9991999864578247,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8281891345977783},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.7046265602111816},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4749836325645447},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45932528376579285},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4563515782356262},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3959995210170746},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3933106064796448},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3664940893650055}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8281891345977783},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.7046265602111816},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4749836325645447},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45932528376579285},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4563515782356262},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3959995210170746},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3933106064796448},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3664940893650055},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3597465.3605225","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3597465.3605225","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Workshop on Human-In-the-Loop Data Analytics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.8199999928474426,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1532325895","https://openalex.org/W1987971958","https://openalex.org/W1992743299","https://openalex.org/W2034190452","https://openalex.org/W2114589608","https://openalex.org/W2142645603","https://openalex.org/W2187089797","https://openalex.org/W2565345046","https://openalex.org/W2740924709","https://openalex.org/W2948163032","https://openalex.org/W2997591727","https://openalex.org/W3092849554","https://openalex.org/W3167237556","https://openalex.org/W3174637548"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W2134699697","https://openalex.org/W3017188156","https://openalex.org/W2322875716","https://openalex.org/W2961085424","https://openalex.org/W2383516975","https://openalex.org/W2374878784","https://openalex.org/W2147679489"],"abstract_inverted_index":{"The":[0],"widespread":[1],"adoption":[2],"of":[3,13,46,90,93,118,125],"open":[4,47,134],"datasets":[5,48,96],"across":[6],"various":[7],"domains":[8],"has":[9],"emphasized":[10],"the":[11,20,44,70,84,91,94,104,110,123],"significance":[12],"joining":[14],"and":[15,24,82,108],"computing":[16],"their":[17,80,115],"utility.":[18,119],"However,":[19],"interplay":[21],"between":[22],"computation":[23],"human":[25],"interaction":[26],"is":[27,97],"vital":[28],"for":[29],"informed":[30],"decision-making.":[31],"To":[32],"address":[33],"this":[34,58],"issue,":[35],"we":[36,56,121],"first":[37],"propose":[38],"a":[39,62,100,129],"utility":[40,59,92],"metric":[41,60],"to":[42,72,114],"calibrate":[43],"usefulness":[45],"when":[49],"joined":[50,85,95],"with":[51],"other":[52],"such":[53],"datasets.":[54,135],"Further,":[55],"distill":[57],"through":[61,99,128],"visual":[63],"analytic":[64],"framework":[65],"called":[66],"VALUE,":[67],"which":[68],"empowers":[69],"researchers":[71,105],"identify":[73],"joinable":[74],"datasets,":[75],"prioritize":[76],"them":[77],"based":[78],"on":[79],"utility,":[81],"inspect":[83],"dataset.":[86],"This":[87],"transparent":[88],"evaluation":[89],"implemented":[98],"human-in-the-loop":[101],"approach":[102,127],"where":[103],"can":[106],"adapt":[107],"refine":[109],"selection":[111],"criteria":[112],"according":[113],"mental":[116],"model":[117],"Finally,":[120],"demonstrate":[122],"effectiveness":[124],"our":[126],"usage":[130],"scenario":[131],"using":[132],"real-world":[133]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2023-07-23T00:00:00"}
