{"id":"https://openalex.org/W3084638819","doi":"https://doi.org/10.14778/3415478.3415508","title":"ExplainED","display_name":"ExplainED","publication_year":2020,"publication_date":"2020-08-01","ids":{"openalex":"https://openalex.org/W3084638819","doi":"https://doi.org/10.14778/3415478.3415508","mag":"3084638819"},"language":"en","primary_location":{"id":"doi:10.14778/3415478.3415508","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3415478.3415508","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-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/A5073835385","display_name":"Daniel Deutch","orcid":"https://orcid.org/0009-0001-0838-0162"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Daniel Deutch","raw_affiliation_strings":["Tel Aviv University"],"affiliations":[{"raw_affiliation_string":"Tel Aviv University","institution_ids":["https://openalex.org/I16391192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027907153","display_name":"Amir Gilad","orcid":"https://orcid.org/0000-0002-3764-1958"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Amir Gilad","raw_affiliation_strings":["Tel Aviv University"],"affiliations":[{"raw_affiliation_string":"Tel Aviv University","institution_ids":["https://openalex.org/I16391192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110095410","display_name":"Tova Milo","orcid":null},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Tova Milo","raw_affiliation_strings":["Tel Aviv University"],"affiliations":[{"raw_affiliation_string":"Tel Aviv University","institution_ids":["https://openalex.org/I16391192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040655769","display_name":"Amit Somech","orcid":"https://orcid.org/0000-0002-2314-6542"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Amit Somech","raw_affiliation_strings":["Tel Aviv University"],"affiliations":[{"raw_affiliation_string":"Tel Aviv University","institution_ids":["https://openalex.org/I16391192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073835385"],"corresponding_institution_ids":["https://openalex.org/I16391192"],"apc_list":null,"apc_paid":null,"fwci":1.6625,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.90464596,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":"13","issue":"12","first_page":"2917","last_page":"2920"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.998199999332428,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9958999752998352,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7325886487960815},{"id":"https://openalex.org/keywords/exploratory-analysis","display_name":"Exploratory analysis","score":0.6290609836578369},{"id":"https://openalex.org/keywords/exploratory-data-analysis","display_name":"Exploratory data analysis","score":0.6110372543334961},{"id":"https://openalex.org/keywords/exploratory-search","display_name":"Exploratory search","score":0.5976954698562622},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.571709394454956},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5648013949394226},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.4943859577178955},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4761785864830017},{"id":"https://openalex.org/keywords/exploratory-research","display_name":"Exploratory research","score":0.4557880461215973},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3472649157047272},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32822152972221375},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2591739892959595},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.09711280465126038}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7325886487960815},{"id":"https://openalex.org/C3018260909","wikidata":"https://www.wikidata.org/wiki/Q1322871","display_name":"Exploratory analysis","level":2,"score":0.6290609836578369},{"id":"https://openalex.org/C120894424","wikidata":"https://www.wikidata.org/wiki/Q1322871","display_name":"Exploratory data analysis","level":2,"score":0.6110372543334961},{"id":"https://openalex.org/C2777866876","wikidata":"https://www.wikidata.org/wiki/Q5421358","display_name":"Exploratory search","level":2,"score":0.5976954698562622},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.571709394454956},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5648013949394226},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.4943859577178955},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4761785864830017},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.4557880461215973},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3472649157047272},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32822152972221375},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2591739892959595},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09711280465126038},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"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/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14778/3415478.3415508","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3415478.3415508","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1552694902","https://openalex.org/W1562353621","https://openalex.org/W2024834471","https://openalex.org/W2047182010","https://openalex.org/W2102297485","https://openalex.org/W2129888542","https://openalex.org/W2150267789","https://openalex.org/W2163661152","https://openalex.org/W2293299776","https://openalex.org/W2487898712","https://openalex.org/W2583856578","https://openalex.org/W2796040126","https://openalex.org/W2809333757","https://openalex.org/W2917364341","https://openalex.org/W2932191222","https://openalex.org/W2962862931","https://openalex.org/W3014022647","https://openalex.org/W3031617143"],"related_works":["https://openalex.org/W4327909959","https://openalex.org/W4220734985","https://openalex.org/W2912890003","https://openalex.org/W4245696228","https://openalex.org/W2593803794","https://openalex.org/W3106582992","https://openalex.org/W2361175230","https://openalex.org/W2907942702","https://openalex.org/W2168153159","https://openalex.org/W3084638819"],"abstract_inverted_index":{"Exploratory":[0],"Data":[1],"Analysis":[2],"(EDA)":[3],"is":[4,59],"an":[5,55],"essential":[6],"yet":[7],"highly":[8],"demanding":[9],"task.":[10],"To":[11,86],"get":[12],"a":[13,18,92,119],"head":[14],"start":[15],"before":[16],"exploring":[17],"new":[19],"dataset,":[20],"data":[21,39],"scientists":[22,40],"often":[23],"prefer":[24],"to":[25,81,84,98,109,168],"view":[26,106,135],"existing":[27],"EDA":[28,101,189],"notebooks":[29,49,78],"-":[30],"illustrative":[31],"exploratory":[32,72],"sessions":[33],"that":[34,94],"were":[35],"created":[36],"by":[37,127,184],"fellow":[38],"who":[41],"examined":[42],"the":[43,130,133,145,149,152,155,159,170,173,178,181],"same":[44],"dataset":[45],"and":[46,61,74,83,117],"shared":[47],"their":[48,67,71,75],"via":[50],"online":[51],"platforms.":[52],"Unfortunately,":[53],"creating":[54],"illustrative,":[56],"well-documented":[57],"notebook":[58,68],"cumbersome":[60],"time-consuming,":[62],"therefore":[63],"users":[64],"sometimes":[65],"share":[66],"without":[69],"explaining":[70],"steps":[73],"results.":[76],"Such":[77],"are":[79,114,125,165],"difficult":[80],"follow":[82],"understand.":[85],"address":[87],"this,":[88],"we":[89],"present":[90],"ExplainED,":[91],"system":[93],"automatically":[95],"attaches":[96],"explanations":[97,124,182],"views":[99],"in":[100,107,151],"notebooks.":[102,190],"ExplainED":[103,185],"analyzes":[104],"each":[105],"order":[108],"detect":[110],"what":[111],"elements":[112,150],"thereof":[113],"particularly":[115],"interesting,":[116],"produces":[118],"corresponding":[120],"textual":[121,174],"explanation.":[122,175],"The":[123],"generated":[126,183],"first":[128],"evaluating":[129],"interestingness":[131,141,156],"of":[132,148,172,180],"given":[134],"using":[136],"several":[137],"measures":[138],"capturing":[139],"different":[140],"facets,":[142],"then":[143,166],"computing":[144],"Shapely":[146,163],"values":[147,164],"view,":[153],"w.r.t.":[154],"measure":[157],"yielding":[158],"highest":[160],"score.":[161],"These":[162],"used":[167],"guide":[169],"generation":[171],"We":[176],"demonstrate":[177],"usefulness":[179],"on":[186],"real-life,":[187],"undocumented":[188]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2020-09-21T00:00:00"}