{"id":"https://openalex.org/W2033280468","doi":"https://doi.org/10.1145/2232817.2232844","title":"Content-based layouts for exploratory metadata search in scientific research data","display_name":"Content-based layouts for exploratory metadata search in scientific research data","publication_year":2012,"publication_date":"2012-06-10","ids":{"openalex":"https://openalex.org/W2033280468","doi":"https://doi.org/10.1145/2232817.2232844","mag":"2033280468"},"language":"en","primary_location":{"id":"doi:10.1145/2232817.2232844","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2232817.2232844","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://kops.uni-konstanz.de/server/api/core/bitstreams/76fb05c4-b148-460b-8c18-504378cd58f6/content","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078086722","display_name":"J\u00fcrgen Bernard","orcid":"https://orcid.org/0000-0001-8741-9709"},"institutions":[{"id":"https://openalex.org/I4923324","display_name":"Fraunhofer Society","ror":"https://ror.org/05hkkdn48","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4923324"]},{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"J\u00fcrgen Bernard","raw_affiliation_strings":["Fraunhofer Institute for Computer Graphics Research, D-64283 Darmstadt, Germany","Fraunhofer Institute for Computer Graphics Research, D-64283 Darmstadt, Germany#TAB#"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Computer Graphics Research, D-64283 Darmstadt, Germany","institution_ids":["https://openalex.org/I3019423309"]},{"raw_affiliation_string":"Fraunhofer Institute for Computer Graphics Research, D-64283 Darmstadt, Germany#TAB#","institution_ids":["https://openalex.org/I4923324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063602485","display_name":"Tobias Ruppert","orcid":"https://orcid.org/0000-0002-5658-9112"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I4923324","display_name":"Fraunhofer Society","ror":"https://ror.org/05hkkdn48","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Ruppert","raw_affiliation_strings":["Fraunhofer Institute for Computer Graphics Research, D-64283 Darmstadt, Germany","Fraunhofer Institute for Computer Graphics Research, D-64283 Darmstadt, Germany#TAB#"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Computer Graphics Research, D-64283 Darmstadt, Germany","institution_ids":["https://openalex.org/I3019423309"]},{"raw_affiliation_string":"Fraunhofer Institute for Computer Graphics Research, D-64283 Darmstadt, Germany#TAB#","institution_ids":["https://openalex.org/I4923324"]}]},{"author_position":"middle","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":false,"raw_author_name":"Maximilian Scherer","raw_affiliation_strings":["TU Darmstadt, D-64283 Darmstadt, Germany","TU Darmstadt, D-64283 Darmstadt, Germany#TAB#"],"affiliations":[{"raw_affiliation_string":"TU Darmstadt, D-64283 Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]},{"raw_affiliation_string":"TU Darmstadt, D-64283 Darmstadt, Germany#TAB#","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032433963","display_name":"J\u00f6rn Kohlhammer","orcid":null},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I4923324","display_name":"Fraunhofer Society","ror":"https://ror.org/05hkkdn48","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00f6rn Kohlhammer","raw_affiliation_strings":["Fraunhofer Institute for Computer Graphics Research, D-64283 Darmstadt, Germany","Fraunhofer Institute for Computer Graphics Research, D-64283 Darmstadt, Germany#TAB#"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Computer Graphics Research, D-64283 Darmstadt, Germany","institution_ids":["https://openalex.org/I3019423309"]},{"raw_affiliation_string":"Fraunhofer Institute for Computer Graphics Research, D-64283 Darmstadt, Germany#TAB#","institution_ids":["https://openalex.org/I4923324"]}]},{"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, D-78457 Konstanz, Germany","University of Konstanz, D-78457 Konstanz, Germany#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Konstanz, D-78457 Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]},{"raw_affiliation_string":"University of Konstanz, D-78457 Konstanz, Germany#TAB#","institution_ids":["https://openalex.org/I189712700"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5078086722"],"corresponding_institution_ids":["https://openalex.org/I3019423309","https://openalex.org/I4923324"],"apc_list":null,"apc_paid":null,"fwci":4.1656,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.9475953,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"139","last_page":"148"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9975000023841858,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9975000023841858,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9969000220298767,"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":0.994700014591217,"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/metadata","display_name":"Metadata","score":0.8970507383346558},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7856878042221069},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.7127891182899475},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6928567290306091},{"id":"https://openalex.org/keywords/exploratory-search","display_name":"Exploratory search","score":0.6195301413536072},{"id":"https://openalex.org/keywords/metadata-repository","display_name":"Metadata repository","score":0.5721497535705566},{"id":"https://openalex.org/keywords/data-element","display_name":"Data element","score":0.4935218095779419},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.47257840633392334},{"id":"https://openalex.org/keywords/nearest-neighbor-search","display_name":"Nearest neighbor search","score":0.4323580265045166},{"id":"https://openalex.org/keywords/digital-library","display_name":"Digital library","score":0.4168645739555359},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3138365149497986},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2928452491760254},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1051400899887085},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.09843257069587708}],"concepts":[{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.8970507383346558},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7856878042221069},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.7127891182899475},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6928567290306091},{"id":"https://openalex.org/C2777866876","wikidata":"https://www.wikidata.org/wiki/Q5421358","display_name":"Exploratory search","level":2,"score":0.6195301413536072},{"id":"https://openalex.org/C153048206","wikidata":"https://www.wikidata.org/wiki/Q3454922","display_name":"Metadata repository","level":3,"score":0.5721497535705566},{"id":"https://openalex.org/C30872290","wikidata":"https://www.wikidata.org/wiki/Q1172389","display_name":"Data element","level":3,"score":0.4935218095779419},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.47257840633392334},{"id":"https://openalex.org/C116738811","wikidata":"https://www.wikidata.org/wiki/Q608751","display_name":"Nearest neighbor search","level":2,"score":0.4323580265045166},{"id":"https://openalex.org/C513874922","wikidata":"https://www.wikidata.org/wiki/Q212805","display_name":"Digital library","level":3,"score":0.4168645739555359},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3138365149497986},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2928452491760254},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1051400899887085},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.09843257069587708},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C164913051","wikidata":"https://www.wikidata.org/wiki/Q482","display_name":"Poetry","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/2232817.2232844","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2232817.2232844","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries","raw_type":"proceedings-article"},{"id":"pmh:oai:kops.uni-konstanz.de:123456789/22772","is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-227726","pdf_url":"https://kops.uni-konstanz.de/server/api/core/bitstreams/76fb05c4-b148-460b-8c18-504378cd58f6/content","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries - JCDL '12. New York, New York, USA: ACM Press, 2012, pp. 139-148. ISBN 978-1-4503-1154-0. Available under: doi: 10.1145/2232817.2232844","raw_type":"doc-type:Text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.687.4605","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.687.4605","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://bib.dbvis.de/uploadedFiles/jcdl12.pdf","raw_type":"text"},{"id":"pmh:oai:publica.fraunhofer.de:publica/376782","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/376782","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"pmh:oai:kops.uni-konstanz.de:123456789/22772","is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-227726","pdf_url":"https://kops.uni-konstanz.de/server/api/core/bitstreams/76fb05c4-b148-460b-8c18-504378cd58f6/content","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries - JCDL '12. New York, New York, USA: ACM Press, 2012, pp. 139-148. ISBN 978-1-4503-1154-0. Available under: doi: 10.1145/2232817.2232844","raw_type":"doc-type:Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2033280468.pdf","grobid_xml":"https://content.openalex.org/works/W2033280468.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W102708294","https://openalex.org/W153814288","https://openalex.org/W195533127","https://openalex.org/W1506965148","https://openalex.org/W1526644211","https://openalex.org/W1542094280","https://openalex.org/W1548849615","https://openalex.org/W1562006181","https://openalex.org/W1586792324","https://openalex.org/W1853995153","https://openalex.org/W1868576041","https://openalex.org/W1965102791","https://openalex.org/W1981485066","https://openalex.org/W1998084297","https://openalex.org/W1998171650","https://openalex.org/W2023164253","https://openalex.org/W2031476339","https://openalex.org/W2033950949","https://openalex.org/W2042285476","https://openalex.org/W2059039141","https://openalex.org/W2066796814","https://openalex.org/W2084177123","https://openalex.org/W2087383805","https://openalex.org/W2088709281","https://openalex.org/W2093233459","https://openalex.org/W2099137552","https://openalex.org/W2113429499","https://openalex.org/W2136763397","https://openalex.org/W2138745909","https://openalex.org/W2142574815","https://openalex.org/W2147069236","https://openalex.org/W2149231138","https://openalex.org/W2157530472","https://openalex.org/W2158453355","https://openalex.org/W2171036274","https://openalex.org/W2264207215","https://openalex.org/W2292919792","https://openalex.org/W2799061466","https://openalex.org/W2804393523","https://openalex.org/W4205687621","https://openalex.org/W6631296237","https://openalex.org/W7014191107"],"related_works":["https://openalex.org/W2379265733","https://openalex.org/W2183628870","https://openalex.org/W92613187","https://openalex.org/W2374379029","https://openalex.org/W3016521766","https://openalex.org/W2367786714","https://openalex.org/W4211206400","https://openalex.org/W3084772717","https://openalex.org/W2170906434","https://openalex.org/W1503116306"],"abstract_inverted_index":{"Today's":[0],"digital":[1],"libraries":[2],"(DLs)":[3],"archive":[4],"vast":[5],"amounts":[6],"of":[7,12,43,49,60,74,99,110],"information":[8],"in":[9,46,112],"the":[10,34,41,75,88,105,113,127,150,157],"form":[11],"text,":[13],"videos,":[14],"images,":[15],"data":[16,35,61,90,101,114,134,141,154],"measurements,":[17],"etc.":[18],"User":[19],"access":[20],"to":[21,87,129],"DL":[22],"content":[23],"can":[24],"rely":[25],"on":[26,64,82,137,152],"similarity":[27,32,84,139],"between":[28,33,133,140],"metadata":[29,66,146],"elements,":[30,102],"or":[31],"itself":[36],"(content-based":[37],"similarity).":[38],"We":[39,52,148],"consider":[40],"problem":[42],"exploratory":[44,108],"search":[45],"large":[47],"DLs":[48],"time-oriented":[50],"data.":[51],"propose":[53],"a":[54,69],"novel":[55],"approach":[56,117],"for":[57,107,123],"overview-first":[58],"exploration":[59],"collections":[62],"based":[63,81],"user-selected":[65],"properties.":[67],"In":[68],"2D":[70],"layout":[71],"representing":[72],"entities":[73],"selected":[76],"property":[77],"are":[78],"laid":[79],"out":[80],"their":[83,144],"with":[85],"respect":[86],"underlying":[89,100],"content.":[91],"The":[92,116],"display":[93],"is":[94,118],"enhanced":[95],"by":[96],"compact":[97],"summarizations":[98],"and":[103,143,164],"forms":[104],"basis":[106],"navigation":[109],"users":[111],"space.":[115],"proposed":[119],"as":[120],"an":[121],"interface":[122],"visual":[124],"exploration,":[125],"leading":[126],"user":[128],"discover":[130],"interesting":[131],"relationships":[132],"items":[135,142],"relying":[136],"content-based":[138],"respective":[145],"labels.":[147],"apply":[149],"method":[151],"real":[153],"sets":[155],"from":[156],"earth":[158],"observation":[159],"community,":[160],"showing":[161],"its":[162],"applicability":[163],"usefulness.":[165]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}