{"id":"https://openalex.org/W2036357928","doi":"https://doi.org/10.1145/2467696.2467705","title":"Visual-interactive querying for multivariate research data repositories using bag-of-words","display_name":"Visual-interactive querying for multivariate research data repositories using bag-of-words","publication_year":2013,"publication_date":"2013-07-22","ids":{"openalex":"https://openalex.org/W2036357928","doi":"https://doi.org/10.1145/2467696.2467705","mag":"2036357928"},"language":"en","primary_location":{"id":"doi:10.1145/2467696.2467705","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2467696.2467705","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries","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/A5031867263","display_name":"Maximilian Scherer","orcid":"https://orcid.org/0000-0002-5280-2828"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Maximilian Scherer","raw_affiliation_strings":["TU Darmstadt, Darmstadt, Germany","[TU Darmstadt Darmstadt, Germany]"],"affiliations":[{"raw_affiliation_string":"TU Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]},{"raw_affiliation_string":"[TU Darmstadt Darmstadt, Germany]","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015182248","display_name":"Tatiana von Landesberger","orcid":"https://orcid.org/0000-0002-5279-1444"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tatiana von Landesberger","raw_affiliation_strings":["TU Darmstadt, Darmstadt, Germany","[TU Darmstadt Darmstadt, Germany]"],"affiliations":[{"raw_affiliation_string":"TU Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]},{"raw_affiliation_string":"[TU Darmstadt Darmstadt, Germany]","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016219620","display_name":"Tobias Schreck","orcid":"https://orcid.org/0000-0003-0778-8665"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Schreck","raw_affiliation_strings":["University of Konstanz, Konstanz, Germany","University of Konstanz, Konstanz , Germany"],"affiliations":[{"raw_affiliation_string":"University of Konstanz, Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]},{"raw_affiliation_string":"University of Konstanz, Konstanz , Germany","institution_ids":["https://openalex.org/I189712700"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5031867263"],"corresponding_institution_ids":["https://openalex.org/I31512782"],"apc_list":null,"apc_paid":null,"fwci":0.5522,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.70420751,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"285","last_page":"294"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.998199999332428,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9907000064849854,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9850999712944031,"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":0.8228232860565186},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.6845750212669373},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.634074330329895},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5154853463172913},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5109056830406189},{"id":"https://openalex.org/keywords/information-repository","display_name":"Information repository","score":0.4468801021575928},{"id":"https://openalex.org/keywords/interactive-visual-analysis","display_name":"Interactive visual analysis","score":0.4292711913585663},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.41703546047210693},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.3482370376586914},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.3331465423107147},{"id":"https://openalex.org/keywords/computer-data-storage","display_name":"Computer data storage","score":0.16336095333099365},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16311049461364746}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8228232860565186},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.6845750212669373},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.634074330329895},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5154853463172913},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5109056830406189},{"id":"https://openalex.org/C3102742","wikidata":"https://www.wikidata.org/wiki/Q6031177","display_name":"Information repository","level":3,"score":0.4468801021575928},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.4292711913585663},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41703546047210693},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.3482370376586914},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.3331465423107147},{"id":"https://openalex.org/C194739806","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Computer data storage","level":2,"score":0.16336095333099365},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16311049461364746},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2467696.2467705","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2467696.2467705","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries","raw_type":"proceedings-article"},{"id":"pmh:oai:kops.uni-konstanz.de:123456789/25107","is_oa":false,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-251078","pdf_url":null,"source":{"id":"https://openalex.org/S4306401487","display_name":"KOPS (University of Konstanz)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189712700","host_organization_name":"University of Konstanz","host_organization_lineage":["https://openalex.org/I189712700"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries - JCDL '13. New York, New York, USA: ACM Press, 2013, pp. 285-294. ISBN 978-1-4503-2077-1. Available under: doi: 10.1145/2467696.2467705","raw_type":"doc-type:Text"},{"id":"pmh:oai:tubiblio.ulb.tu-darmstadt.de:109144","is_oa":false,"landing_page_url":"http://tubiblio.ulb.tu-darmstadt.de/109144/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196390","display_name":"TUbilio (Technical University of Darmstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31512782","host_organization_name":"Technische Universit\u00e4t Darmstadt","host_organization_lineage":["https://openalex.org/I31512782"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Konferenzver\u00f6ffentlichung"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W41575135","https://openalex.org/W105570188","https://openalex.org/W1516542845","https://openalex.org/W1542094280","https://openalex.org/W1561561947","https://openalex.org/W1606263904","https://openalex.org/W1834712515","https://openalex.org/W1853995153","https://openalex.org/W1868576041","https://openalex.org/W1880262756","https://openalex.org/W1978394996","https://openalex.org/W2023964497","https://openalex.org/W2033280468","https://openalex.org/W2036718463","https://openalex.org/W2042285476","https://openalex.org/W2088866137","https://openalex.org/W2098759488","https://openalex.org/W2099561919","https://openalex.org/W2105510466","https://openalex.org/W2107743791","https://openalex.org/W2127934090","https://openalex.org/W2131846894","https://openalex.org/W2138199375","https://openalex.org/W2141536962","https://openalex.org/W2147069236","https://openalex.org/W2151103935","https://openalex.org/W2153233077","https://openalex.org/W2158149960","https://openalex.org/W2167407098","https://openalex.org/W2169967891","https://openalex.org/W2346667465","https://openalex.org/W2396726198","https://openalex.org/W2706442245","https://openalex.org/W4233135949","https://openalex.org/W4234292174","https://openalex.org/W4298010216","https://openalex.org/W6705322073"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2579659702","https://openalex.org/W2154046714","https://openalex.org/W2923661510","https://openalex.org/W3175352000","https://openalex.org/W2105200106","https://openalex.org/W2751110224","https://openalex.org/W2006240110","https://openalex.org/W2771576151"],"abstract_inverted_index":{"Large":[0],"amounts":[1],"of":[2,10,48,147,171,182,197],"multivariate":[3,112,125,166,183],"data":[4,17,27,46,126,155,167,184],"are":[5,18,37],"collected":[6],"in":[7,137,153,200],"different":[8],"areas":[9],"scientific":[11],"research":[12,26,113,188,203],"and":[13,21,44,133],"industrial":[14],"production.":[15],"These":[16],"collected,":[19],"archived":[20],"made":[22],"publicly":[23],"available":[24,123],"by":[25],"repositories.":[28],"In":[29,98],"addition":[30],"to":[31,40,56,111,150,178],"meta-data":[32],"based":[33],"access,":[34],"content-based":[35,71,109],"approaches":[36],"highly":[38],"desirable":[39],"effectively":[41],"retrieve,":[42],"discover":[43],"analyze":[45],"sets":[47],"interest.":[49],"Several":[50],"such":[51],"methods,":[52],"that":[53,120],"allow":[54],"users":[55],"search":[57,96,131,142],"for":[58,108,124,152,165,194],"particular":[59],"curve":[60],"progressions,":[61],"have":[62],"been":[63],"proposed.":[64],"However,":[65],"a":[66,103,162,179,192],"major":[67],"challenge":[68],"when":[69],"providing":[70],"access":[72,110],"--":[73,79],"interactive":[74,105],"feedback":[75,106],"during":[76],"query":[77,118,135,208],"formulation":[78],"has":[80],"not":[81,122],"received":[82],"much":[83],"attention":[84],"yet.":[85],"This":[86],"is":[87],"important":[88,148],"because":[89],"it":[90],"can":[91],"substantially":[92],"improve":[93],"the":[94,138,154,169,186,195],"user's":[95],"effectiveness.":[97],"this":[99,158],"paper,":[100],"we":[101,116,160],"present":[102],"novel":[104],"approach":[107],"data.":[114],"Thereby,":[115],"enable":[117],"modalities":[119],"were":[121],"before.":[127],"We":[128,174,190],"provide":[129],"instant":[130],"results":[132],"highlight":[134],"patterns":[136,149,199],"result":[139],"set.":[140],"Real-time":[141],"suggestions":[143],"give":[144],"an":[145],"overview":[146],"look":[151],"repository.":[156],"For":[157],"purpose,":[159],"develop":[161],"bag-of-words":[163],"index":[164],"as":[168],"back-end":[170],"our":[172,176,205],"approach.":[173],"apply":[175],"method":[177],"large":[180],"repository":[181],"from":[185],"climate":[187,202],"domain.":[189],"describe":[191],"use-case":[193],"discovery":[196],"interesting":[198],"maritime":[201],"using":[204],"new":[206],"visual-interactive":[207],"tools.":[209]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2025-10-10T00:00:00"}
