{"id":"https://openalex.org/W2100081092","doi":"https://doi.org/10.1109/icdim.2007.4444235","title":"An efficient support management tool for distributed data mining environments","display_name":"An efficient support management tool for distributed data mining environments","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2100081092","doi":"https://doi.org/10.1109/icdim.2007.4444235","mag":"2100081092"},"language":"en","primary_location":{"id":"doi:10.1109/icdim.2007.4444235","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdim.2007.4444235","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 2nd International Conference on Digital Information Management","raw_type":"proceedings-article"},"type":"conference-paper","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/A5073189627","display_name":"Nhien\u2010An Le\u2010Khac","orcid":"https://orcid.org/0000-0003-4373-2212"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Nhien-An Le-Khac","raw_affiliation_strings":["School of Computer Science and Informatics, University College Dublin, Dublin, Ireland","Sch. of Comput. Sci. & Inf., Univ. Coll. Dublin, Dublin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Informatics, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"Sch. of Comput. Sci. & Inf., Univ. Coll. Dublin, Dublin","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008000574","display_name":"Lamine M. Aouad","orcid":null},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Lamine M. Aouad","raw_affiliation_strings":["School of Computer Science and Informatics, University College Dublin, Dublin, Ireland","Sch. of Comput. Sci. & Inf., Univ. Coll. Dublin, Dublin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Informatics, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"Sch. of Comput. Sci. & Inf., Univ. Coll. Dublin, Dublin","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"last","author":{"id":null,"display_name":"M-Tahar Kechadi","orcid":null},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"M-Tahar Kechadi","raw_affiliation_strings":["School of Computer Science and Informatics, University College Dublin, Dublin, Ireland","Sch. of Comput. Sci. & Inf., Univ. Coll. Dublin, Dublin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Informatics, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"Sch. of Comput. Sci. & Inf., Univ. Coll. Dublin, Dublin","institution_ids":["https://openalex.org/I100930933"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I100930933"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"272","last_page":"278"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9973999857902527,"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"}},"topics":[{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9973999857902527,"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"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","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/T11106","display_name":"Data Management and Algorithms","score":0.9966999888420105,"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":0.8133413791656494},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7105363011360168},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6256331205368042},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.575226366519928},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5652624368667603},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.5607401132583618},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5225234031677246},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4675024747848511},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4286215305328369},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.42587849497795105}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8133413791656494},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7105363011360168},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6256331205368042},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.575226366519928},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5652624368667603},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.5607401132583618},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5225234031677246},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4675024747848511},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4286215305328369},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.42587849497795105},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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":1,"locations":[{"id":"doi:10.1109/icdim.2007.4444235","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdim.2007.4444235","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 2nd International Conference on Digital Information Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W133358608","https://openalex.org/W166745006","https://openalex.org/W180545237","https://openalex.org/W1549872659","https://openalex.org/W1556860917","https://openalex.org/W1557361834","https://openalex.org/W1565377632","https://openalex.org/W1581875405","https://openalex.org/W1596290048","https://openalex.org/W2014524091","https://openalex.org/W2048481414","https://openalex.org/W2050991272","https://openalex.org/W2110622945","https://openalex.org/W2113067718","https://openalex.org/W2119111481","https://openalex.org/W2131907548","https://openalex.org/W2138662031","https://openalex.org/W2150006613","https://openalex.org/W2160883893","https://openalex.org/W2161464089","https://openalex.org/W2167081989","https://openalex.org/W2295288655","https://openalex.org/W2482589566","https://openalex.org/W2769416443","https://openalex.org/W3106380714","https://openalex.org/W4250461442","https://openalex.org/W4285719527","https://openalex.org/W6606793218","https://openalex.org/W6607284920","https://openalex.org/W6633455112","https://openalex.org/W6634858684"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"Today,":[0],"a":[1,30,119,136],"deluge":[2],"of":[3,13,33,42,54,62,77,150,161],"data":[4,14,48,64,79,111],"is":[5,35,56,167],"collected":[6],"from":[7,132],"different":[8,23],"fields.":[9],"These":[10,93],"massive":[11],"amounts":[12],"which":[15],"are":[16,25,96],"often":[17],"geographically":[18],"distributed":[19,47,63,139],"and":[20,83,108,127,154],"owned":[21],"by":[22,88],"organisations":[24],"being":[26,36,168],"mined.":[27],"As":[28],"consequence,":[29],"large":[31,137,172],"mount":[32],"knowledge":[34,44,130,156],"produced.":[37],"This":[38,144,165],"causes":[39],"the":[40,60,68,90,148,159,162],"problem":[41],"efficient":[43],"management":[45],"in":[46,135],"mining":[49,133,152],"(DDM).":[50],"The":[51],"main":[52],"aim":[53],"DDM":[55,72],"to":[57,102,125,157],"exploit":[58],"fully":[59],"benefit":[61],"analysis":[65,76,104],"while":[66],"minimising":[67],"communication":[69],"overhead.":[70],"Existing":[71],"techniques":[73],"perform":[74],"partial":[75],"local":[78,91,103,151],"at":[80],"individual":[81],"sites":[82],"then":[84],"generate":[85],"global":[86,110],"models":[87],"aggregating":[89],"results.":[92],"two":[94],"steps":[95],"not":[97],"independent":[98],"since":[99],"naive":[100],"approaches":[101],"may":[105],"produce":[106],"incorrect":[107],"ambiguous":[109],"models.":[112,164],"To":[113],"overcome":[114],"this":[115],"problem,":[116],"we":[117],"present":[118],"tool":[120],"called":[121],"\"knowledge":[122],"map":[123],"\"":[124],"easily":[126],"efficiently":[128],"represent":[129],"built":[131],"process":[134],"scale":[138],"platform":[140],"such":[141],"as":[142],"Grid.":[143],"will":[145],"also":[146],"facilitate":[147],"integration/coordination":[149],"processes":[153],"existing":[155],"increase":[158],"accuracy":[160],"final":[163],"approach":[166],"tested":[169],"on":[170],"very":[171],"datasets.":[173]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}