{"id":"https://openalex.org/W2031456711","doi":"https://doi.org/10.1145/2396761.2398747","title":"STFMap","display_name":"STFMap","publication_year":2012,"publication_date":"2012-10-29","ids":{"openalex":"https://openalex.org/W2031456711","doi":"https://doi.org/10.1145/2396761.2398747","mag":"2031456711"},"language":"en","primary_location":{"id":"doi:10.1145/2396761.2398747","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2396761.2398747","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st ACM international conference on Information and knowledge management","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2318/147793","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003070145","display_name":"K. Sel\u00e7uk Candan","orcid":"https://orcid.org/0000-0003-4977-6646"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"K. Sel\u00e7uk Candan","raw_affiliation_strings":["Arizona State University, Tempe, AZ, USA","Arizona State University , Tempe , AZ , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Arizona State University , Tempe , AZ , USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017466169","display_name":"Rosaria Rossini","orcid":"https://orcid.org/0000-0003-2029-7086"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rosaria Rossini","raw_affiliation_strings":["University of Torino, Torino, Italy","University of torino, Torino, Italy#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Torino, Torino, Italy","institution_ids":[]},{"raw_affiliation_string":"University of torino, Torino, Italy#TAB#","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043892415","display_name":"Maria Luisa Sapino","orcid":"https://orcid.org/0000-0002-7621-3753"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Luisa Sapino","raw_affiliation_strings":["University of Torino, Torino, Italy","University of torino, Torino, Italy#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Torino, Torino, Italy","institution_ids":[]},{"raw_affiliation_string":"University of torino, Torino, Italy#TAB#","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100767232","display_name":"Xiaolan Wang","orcid":"https://orcid.org/0000-0003-3846-1753"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaolan Wang","raw_affiliation_strings":["Arizona State University, Tempe, AZ, USA","Arizona State University , Tempe , AZ , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Arizona State University , Tempe , AZ , USA","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2743","last_page":"2745"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9979000091552734,"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/T11106","display_name":"Data Management and Algorithms","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8450530767440796},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.6707497835159302},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5957883596420288},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5940362215042114},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5843151807785034},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5667719841003418},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5023143291473389},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46209684014320374},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4577433466911316},{"id":"https://openalex.org/keywords/data-exploration","display_name":"Data exploration","score":0.43449151515960693},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.41804343461990356},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24621373414993286}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8450530767440796},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.6707497835159302},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5957883596420288},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5940362215042114},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5843151807785034},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5667719841003418},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5023143291473389},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46209684014320374},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4577433466911316},{"id":"https://openalex.org/C2780977526","wikidata":"https://www.wikidata.org/wiki/Q42417149","display_name":"Data exploration","level":3,"score":0.43449151515960693},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.41804343461990356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24621373414993286},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2396761.2398747","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2396761.2398747","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st ACM international conference on Information and knowledge management","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unito.it:2318/147793","is_oa":true,"landing_page_url":"http://dl.acm.org/citation.cfm?doid=2396761.2398747","pdf_url":"http://hdl.handle.net/2318/147793","source":{"id":"https://openalex.org/S4306400637","display_name":"Institutional Research Information System University of Turin (University of Turin)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I55143463","host_organization_name":"University of Turin","host_organization_lineage":["https://openalex.org/I55143463"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:iris.unito.it:2318/147793","is_oa":true,"landing_page_url":"http://dl.acm.org/citation.cfm?doid=2396761.2398747","pdf_url":"http://hdl.handle.net/2318/147793","source":{"id":"https://openalex.org/S4306400637","display_name":"Institutional Research Information System University of Turin (University of Turin)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I55143463","host_organization_name":"University of Turin","host_organization_lineage":["https://openalex.org/I55143463"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8953155500","display_name":"MiNC: NSDL Middleware for Network- and Context-aware Recommendations","funder_award_id":"1043583","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2031456711.pdf","grobid_xml":"https://content.openalex.org/works/W2031456711.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W1565809441","https://openalex.org/W1566349786","https://openalex.org/W2034441788","https://openalex.org/W2077811903","https://openalex.org/W2087544630","https://openalex.org/W2133184712","https://openalex.org/W2151103935","https://openalex.org/W2172017522","https://openalex.org/W6605342837"],"related_works":["https://openalex.org/W4388913932","https://openalex.org/W4309130263","https://openalex.org/W2138022083","https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2579659702","https://openalex.org/W2154046714","https://openalex.org/W1965329638","https://openalex.org/W2189613078","https://openalex.org/W2923661510"],"abstract_inverted_index":{"Since":[0],"many":[1,22],"applications":[2],"rely":[3,98],"on":[4,57,66,99],"time-based":[5],"data,":[6],"visualizing":[7],"temporal":[8,102],"data":[9,17,63,84,123],"and":[10,44,51,80,94,108],"helping":[11],"experts":[12],"explore":[13,121],"large":[14],"time":[15,33,82,106],"series":[16,34,83,107],"sets":[18],"are":[19],"critical":[20],"in":[21,125],"application":[23],"domains.":[24],"In":[25],"this":[26,67],"interactive":[27],"system":[28],"preview,":[29],"we":[30,69],"argue":[31],"that":[32,39],"often":[35],"carry":[36],"structural":[37],"features":[38,103],"can,":[40],"if":[41],"efficiently":[42],"identified":[43],"effectively":[45],"visualized,":[46],"help":[47,52,119],"reduce":[48],"visual":[49],"overload":[50],"the":[53,58,62,100,105,114,122],"user":[54,116],"quickly":[55],"focus":[56],"relevant":[59],"portions":[60],"of":[61,104],"sets.":[64],"Relying":[65],"observation,":[68],"introduce":[70],"a":[71,126],"novel":[72],"STFMap":[73],"system,":[74],"which":[75],"includes":[76],"four":[77],"innovative":[78],"query-":[79],"feature-driven":[81],"set":[85,124],"visualization":[86],"techniques:":[87],"(a)":[88],"segment-maps,":[89],"(b)":[90],"warp-maps,":[91],"(c)":[92],"stretch-maps,":[93],"(d)":[95],"feature-maps.":[96],"These":[97],"salient":[101],"their":[109],"alignments":[110],"with":[111],"respect":[112],"to":[113,118],"given":[115],"query":[117],"users":[120],"query-driven":[127],"fashion.":[128]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2016-06-24T00:00:00"}