{"id":"https://openalex.org/W3012358302","doi":"https://doi.org/10.14778/3380750.3380762","title":"On detecting cherry-picked trendlines","display_name":"On detecting cherry-picked trendlines","publication_year":2020,"publication_date":"2020-02-01","ids":{"openalex":"https://openalex.org/W3012358302","doi":"https://doi.org/10.14778/3380750.3380762","mag":"3012358302"},"language":"en","primary_location":{"id":"doi:10.14778/3380750.3380762","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3380750.3380762","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/A5027319416","display_name":"Abolfazl Asudeh","orcid":"https://orcid.org/0000-0002-5251-6186"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Abolfazl Asudeh","raw_affiliation_strings":["University of Illinois at Chicago"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Chicago","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087012731","display_name":"H. V. Jagadish","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"H. V. Jagadish","raw_affiliation_strings":["University of Michigan"],"affiliations":[{"raw_affiliation_string":"University of Michigan","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101498478","display_name":"You Wu","orcid":"https://orcid.org/0000-0002-0331-4975"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"You (Will) Wu","raw_affiliation_strings":["Google Research"],"affiliations":[{"raw_affiliation_string":"Google Research","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043275971","display_name":"Cong Yu","orcid":"https://orcid.org/0000-0001-7331-2345"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cong Yu","raw_affiliation_strings":["Google Research"],"affiliations":[{"raw_affiliation_string":"Google Research","institution_ids":["https://openalex.org/I1291425158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5027319416"],"corresponding_institution_ids":["https://openalex.org/I39422238"],"apc_list":null,"apc_paid":null,"fwci":2.121,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.89589657,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"13","issue":"6","first_page":"939","last_page":"952"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9962999820709229,"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"}},"topics":[{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9962999820709229,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9907000064849854,"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"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.984499990940094,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7071931958198547},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6737490892410278},{"id":"https://openalex.org/keywords/statement","display_name":"Statement (logic)","score":0.6180314421653748},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5671091675758362},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5363377928733826},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4333966076374054},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.38046982884407043},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35199010372161865},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33655887842178345},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.058981746435165405},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.054372698068618774}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7071931958198547},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6737490892410278},{"id":"https://openalex.org/C2777026412","wikidata":"https://www.wikidata.org/wiki/Q2684591","display_name":"Statement (logic)","level":2,"score":0.6180314421653748},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5671091675758362},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5363377928733826},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4333966076374054},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.38046982884407043},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35199010372161865},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33655887842178345},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.058981746435165405},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.054372698068618774},{"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14778/3380750.3380762","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3380750.3380762","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W45320694","https://openalex.org/W98388201","https://openalex.org/W651477617","https://openalex.org/W1490591387","https://openalex.org/W1494362579","https://openalex.org/W1497523460","https://openalex.org/W1546111015","https://openalex.org/W1870305865","https://openalex.org/W1888362598","https://openalex.org/W1969944630","https://openalex.org/W1980830073","https://openalex.org/W1981951557","https://openalex.org/W1995192192","https://openalex.org/W2015462142","https://openalex.org/W2016753842","https://openalex.org/W2086128349","https://openalex.org/W2093149131","https://openalex.org/W2105929850","https://openalex.org/W2116132637","https://openalex.org/W2243458913","https://openalex.org/W2251995345","https://openalex.org/W2295511168","https://openalex.org/W2339296435","https://openalex.org/W2398287226","https://openalex.org/W2567809919","https://openalex.org/W2604718232","https://openalex.org/W2740560510","https://openalex.org/W2743800013","https://openalex.org/W2751368487","https://openalex.org/W2752885492","https://openalex.org/W2760023177","https://openalex.org/W2765401873","https://openalex.org/W2790166049","https://openalex.org/W2798787718","https://openalex.org/W2798997222","https://openalex.org/W2948096245","https://openalex.org/W2962762307","https://openalex.org/W3023102679","https://openalex.org/W3102780245","https://openalex.org/W4229909500","https://openalex.org/W4232753567","https://openalex.org/W4246219036","https://openalex.org/W4292691288","https://openalex.org/W6639274278"],"related_works":["https://openalex.org/W2475705533","https://openalex.org/W186129870","https://openalex.org/W3200522959","https://openalex.org/W4389944781","https://openalex.org/W2997993211","https://openalex.org/W120415280","https://openalex.org/W4383099232","https://openalex.org/W167088980","https://openalex.org/W4255837520","https://openalex.org/W1993275793"],"abstract_inverted_index":{"Poorly":[0],"supported":[1,103],"stories":[2,17],"can":[3],"be":[4,19],"told":[5],"based":[6,60],"on":[7,38,61,112],"data":[8,12],"by":[9],"cherry-picking":[10],"the":[11,91,97,101,117],"points":[13],"included.":[14],"While":[15],"such":[16,51],"may":[18],"technically":[20],"accurate,":[21],"they":[22],"are":[23],"misleading.":[24],"In":[25],"this":[26],"paper,":[27],"we":[28,64,83,108],"build":[29],"a":[30,36,46,54,57,62,66],"system":[31],"for":[32,49,89],"detecting":[33,50],"cherry-picking,":[34],"with":[35],"focus":[37],"trendlines":[39,79],"extracted":[40],"from":[41],"temporal":[42],"data.":[43],"We":[44,94],"define":[45],"support":[47,67,92],"metric":[48],"trendlines.":[52],"Given":[53],"dataset":[55],"and":[56,80,86],"statement":[58],"made":[59],"trendline,":[63],"compute":[65],"score":[68],"that":[69,115],"indicates":[70],"how":[71],"cherry-picked":[72],"it":[73],"is.":[74],"Studying":[75],"different":[76],"types":[77],"of":[78,99,119],"formalizing":[81],"terms,":[82],"propose":[84],"efficient":[85],"effective":[87],"algorithms":[88],"computing":[90],"measure.":[93],"also":[95],"study":[96],"problem":[98],"discovering":[100],"most":[102],"statements.":[104],"Besides":[105],"theoretical":[106],"analysis,":[107],"conduct":[109],"extensive":[110],"experiments":[111],"real-world":[113],"data,":[114],"demonstrate":[116],"validity":[118],"our":[120],"proposed":[121],"techniques.":[122]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
