{"id":"https://openalex.org/W2045376154","doi":"https://doi.org/10.1002/meet.2008.1450450269","title":"Toward responsive visualization services for scatter/gather browsing","display_name":"Toward responsive visualization services for scatter/gather browsing","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W2045376154","doi":"https://doi.org/10.1002/meet.2008.1450450269","mag":"2045376154"},"language":"en","primary_location":{"id":"doi:10.1002/meet.2008.1450450269","is_oa":true,"landing_page_url":"https://doi.org/10.1002/meet.2008.1450450269","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/meet.2008.1450450269","source":{"id":"https://openalex.org/S4306523999","display_name":"Proceedings of the American Society for Information Science and Technology","issn_l":"1550-8390","issn":["1550-8390","1936-1734"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the American Society for Information Science and Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/meet.2008.1450450269","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101031461","display_name":"Weimao Ke","orcid":"https://orcid.org/0000-0002-9961-5827"},"institutions":[{"id":"https://openalex.org/I38260057","display_name":"In-Q-Tel","ror":"https://ror.org/02qp5k481","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I38260057"]},{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Weimao Ke","raw_affiliation_strings":["Laboratory of Applied Informatics Research, University of North Carolina at Chapel Hill, 216 Lenoir Drive CB#3360, 100 Manning Hall, Chapel Hill, NC 27599-3360, U.S.A.; Tel: 919-962-8366","Laboratory of Applied Informatics Research, University of North Carolina at Chapel Hill, 216 Lenoir Drive CB#3360, 100 Manning Hall, Chapel Hill, NC 27599-3360, U.S.A","Tel: 919-962-8366"],"affiliations":[{"raw_affiliation_string":"Laboratory of Applied Informatics Research, University of North Carolina at Chapel Hill, 216 Lenoir Drive CB#3360, 100 Manning Hall, Chapel Hill, NC 27599-3360, U.S.A.; Tel: 919-962-8366","institution_ids":["https://openalex.org/I114027177"]},{"raw_affiliation_string":"Laboratory of Applied Informatics Research, University of North Carolina at Chapel Hill, 216 Lenoir Drive CB#3360, 100 Manning Hall, Chapel Hill, NC 27599-3360, U.S.A","institution_ids":[]},{"raw_affiliation_string":"Tel: 919-962-8366","institution_ids":["https://openalex.org/I38260057"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004243939","display_name":"Javed Mostafa","orcid":"https://orcid.org/0000-0002-4628-7583"},"institutions":[{"id":"https://openalex.org/I38260057","display_name":"In-Q-Tel","ror":"https://ror.org/02qp5k481","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I38260057"]},{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Javed Mostafa","raw_affiliation_strings":["Laboratory of Applied Informatics Research, University of North Carolina at Chapel Hill, 216 Lenoir Drive CB#3360, 100 Manning Hall, Chapel Hill, NC 27599-3360, U.S.A.; Tel: 919-962-8366","Laboratory of Applied Informatics Research, University of North Carolina at Chapel Hill, 216 Lenoir Drive CB#3360, 100 Manning Hall, Chapel Hill, NC 27599-3360, U.S.A","Tel: 919-962-8366"],"affiliations":[{"raw_affiliation_string":"Laboratory of Applied Informatics Research, University of North Carolina at Chapel Hill, 216 Lenoir Drive CB#3360, 100 Manning Hall, Chapel Hill, NC 27599-3360, U.S.A.; Tel: 919-962-8366","institution_ids":["https://openalex.org/I114027177"]},{"raw_affiliation_string":"Laboratory of Applied Informatics Research, University of North Carolina at Chapel Hill, 216 Lenoir Drive CB#3360, 100 Manning Hall, Chapel Hill, NC 27599-3360, U.S.A","institution_ids":[]},{"raw_affiliation_string":"Tel: 919-962-8366","institution_ids":["https://openalex.org/I38260057"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072988055","display_name":"Yong Liu","orcid":"https://orcid.org/0000-0001-9031-9696"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"id":"https://openalex.org/I38260057","display_name":"In-Q-Tel","ror":"https://ror.org/02qp5k481","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I38260057"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yong Liu","raw_affiliation_strings":["Laboratory of Applied Informatics Research, University of North Carolina at Chapel Hill, 216 Lenoir Drive CB#3360, 100 Manning Hall, Chapel Hill, NC 27599-3360, U.S.A.; Tel: 919-962-8366","Tel: 919-962-8366","Laboratory of Applied Informatics Research, University of North Carolina at Chapel Hill, 216 Lenoir Drive CB#3360, 100 Manning Hall, Chapel Hill, NC 27599-3360, U.S.A"],"affiliations":[{"raw_affiliation_string":"Laboratory of Applied Informatics Research, University of North Carolina at Chapel Hill, 216 Lenoir Drive CB#3360, 100 Manning Hall, Chapel Hill, NC 27599-3360, U.S.A.; Tel: 919-962-8366","institution_ids":["https://openalex.org/I114027177"]},{"raw_affiliation_string":"Tel: 919-962-8366","institution_ids":["https://openalex.org/I38260057"]},{"raw_affiliation_string":"Laboratory of Applied Informatics Research, University of North Carolina at Chapel Hill, 216 Lenoir Drive CB#3360, 100 Manning Hall, Chapel Hill, NC 27599-3360, U.S.A","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5004243939","https://openalex.org/A5072988055","https://openalex.org/A5101031461"],"corresponding_institution_ids":["https://openalex.org/I114027177","https://openalex.org/I38260057"],"apc_list":null,"apc_paid":null,"fwci":1.692,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88785518,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"45","issue":"1","first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9970999956130981,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.828864574432373},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7829592227935791},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.6716055870056152},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6588687896728516},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6077013611793518},{"id":"https://openalex.org/keywords/constant","display_name":"Constant (computer programming)","score":0.4298972487449646},{"id":"https://openalex.org/keywords/time-complexity","display_name":"Time complexity","score":0.4120682179927826},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3849390149116516},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37473684549331665},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.26625683903694153},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.25659507513046265},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.24803155660629272}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.828864574432373},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7829592227935791},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.6716055870056152},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6588687896728516},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6077013611793518},{"id":"https://openalex.org/C2777027219","wikidata":"https://www.wikidata.org/wiki/Q1284190","display_name":"Constant (computer programming)","level":2,"score":0.4298972487449646},{"id":"https://openalex.org/C311688","wikidata":"https://www.wikidata.org/wiki/Q2393193","display_name":"Time complexity","level":2,"score":0.4120682179927826},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3849390149116516},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37473684549331665},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.26625683903694153},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25659507513046265},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.24803155660629272},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/meet.2008.1450450269","is_oa":true,"landing_page_url":"https://doi.org/10.1002/meet.2008.1450450269","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/meet.2008.1450450269","source":{"id":"https://openalex.org/S4306523999","display_name":"Proceedings of the American Society for Information Science and Technology","issn_l":"1550-8390","issn":["1550-8390","1936-1734"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the American Society for Information Science and Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1002/meet.2008.1450450269","is_oa":true,"landing_page_url":"https://doi.org/10.1002/meet.2008.1450450269","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/meet.2008.1450450269","source":{"id":"https://openalex.org/S4306523999","display_name":"Proceedings of the American Society for Information Science and Technology","issn_l":"1550-8390","issn":["1550-8390","1936-1734"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the American Society for Information Science and Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"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/W2045376154.pdf","grobid_xml":"https://content.openalex.org/works/W2045376154.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W2006636107","https://openalex.org/W2008375984","https://openalex.org/W2039116870","https://openalex.org/W2039346806","https://openalex.org/W2057284376","https://openalex.org/W2074449313","https://openalex.org/W2977393556","https://openalex.org/W4241122026"],"related_works":["https://openalex.org/W2187546663","https://openalex.org/W2429057255","https://openalex.org/W148745890","https://openalex.org/W2611942503","https://openalex.org/W2899790217","https://openalex.org/W1576092969","https://openalex.org/W4315621326","https://openalex.org/W2598865957","https://openalex.org/W2524154428","https://openalex.org/W1522590096"],"abstract_inverted_index":{"Abstract":[0],"As":[1],"a":[2,43,49,78,104,118],"type":[3],"of":[4,128],"relevance":[5,13],"feedback,":[6],"Scatter/Gather":[7,18,96,134,146],"demonstrates":[8],"an":[9,140],"interactive":[10],"approach":[11],"to":[12,40,148],"mapping":[14],"and":[15,25,56,76,90,152],"reinforcement.":[16],"The":[17,126],"model,":[19],"proposed":[20,75],"by":[21],"Cutting,":[22],"Karger,":[23],"Pedersen,":[24],"Tukey":[26],"(1992),":[27],"is":[28,38,53,112],"well":[29],"known":[30],"for":[31,68,95],"its":[32,150],"effectiveness":[33],"in":[34],"situations":[35],"where":[36],"it":[37],"difficult":[39],"precisely":[41],"specify":[42],"query.":[44],"However,":[45],"online":[46,109,141],"clustering":[47,80,110],"on":[48,103,123],"large":[50],"data":[51],"corpus":[52],"computationally":[54],"complex":[55],"extremely":[57],"time":[58,88,93],"consuming.":[59],"This":[60],"has":[61,85],"prohibited":[62],"the":[63,107,129],"method's":[64],"real":[65],"world":[66],"application":[67],"responsive":[69],"services.":[70,136],"In":[71],"this":[72],"paper,":[73],"we":[74],"evaluated":[77],"new":[79],"algorithm":[81,111,121,131],"called":[82],"LAIR2,":[83],"which":[84],"linear":[86],"worst\u2010case":[87],"complexity":[89],"constant":[91],"running":[92,102,122],"average":[94],"browsing.":[97],"Our":[98],"experiment":[99],"showed":[100],"when":[101],"single":[105],"processor,":[106],"LAIR2":[108,130,145],"several":[113],"hundred":[114],"times":[115],"faster":[116],"than":[117],"classic":[119],"parallel":[120],"multiple":[124],"processors.":[125],"efficiency":[127],"promises":[132],"real\u2010time":[133],"browsing":[135],"We":[137],"have":[138],"implemented":[139],"visualization":[142],"prototype,":[143],"namely,":[144],"browser,":[147],"demonstrate":[149],"utility":[151],"usability.":[153]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}