{"id":"https://openalex.org/W2946113828","doi":"https://doi.org/10.1145/3308560.3317306","title":"Task Oriented Data Exploration with Human-in-the-Loop. A Data Center Migration Use Case.","display_name":"Task Oriented Data Exploration with Human-in-the-Loop. A Data Center Migration Use Case.","publication_year":2019,"publication_date":"2019-05-13","ids":{"openalex":"https://openalex.org/W2946113828","doi":"https://doi.org/10.1145/3308560.3317306","mag":"2946113828"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3308560.3317306","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5040505319","display_name":"Alfredo Alba","orcid":null},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alfredo Alba","raw_affiliation_strings":["IBM Research Almaden, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research Almaden, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051321506","display_name":"Chad DeLuca","orcid":"https://orcid.org/0009-0009-7690-7454"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chad DeLuca","raw_affiliation_strings":["IBM Research Almaden, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research Almaden, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045091443","display_name":"Anna Lisa Gentile","orcid":"https://orcid.org/0000-0002-6401-4175"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anna Lisa Gentile","raw_affiliation_strings":["IBM Research Almaden, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research Almaden, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006397816","display_name":"Daniel Gruhl","orcid":"https://orcid.org/0009-0006-9124-6752"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Gruhl","raw_affiliation_strings":["IBM Research Almaden, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research Almaden, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090431572","display_name":"Linda Kato","orcid":null},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Linda Kato","raw_affiliation_strings":["IBM Research Almaden, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research Almaden, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046059711","display_name":"Chris Kau","orcid":null},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chris Kau","raw_affiliation_strings":["IBM Research Almaden, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research Almaden, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045816451","display_name":"Petar Ristoski","orcid":"https://orcid.org/0000-0002-1890-1507"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Petar Ristoski","raw_affiliation_strings":["IBM Research Almaden, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research Almaden, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108491986","display_name":"Steve Welch","orcid":null},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steve Welch","raw_affiliation_strings":["IBM Research Almaden, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research Almaden, USA","institution_ids":["https://openalex.org/I4210085935"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.706,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.626761,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":69,"max":74},"biblio":{"volume":null,"issue":null,"first_page":"610","last_page":"613"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9953,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9953,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9933,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9919,"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/human-in-the-loop","display_name":"Human-in-the-loop","score":0.57998806},{"id":"https://openalex.org/keywords/subject-matter-expert","display_name":"Subject-matter expert","score":0.57731736}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8186606},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.60075325},{"id":"https://openalex.org/C2780626000","wikidata":"https://www.wikidata.org/wiki/Q5936775","display_name":"Human-in-the-loop","level":2,"score":0.57998806},{"id":"https://openalex.org/C105002631","wikidata":"https://www.wikidata.org/wiki/Q4833645","display_name":"Subject-matter expert","level":3,"score":0.57731736},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47032368},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.411297},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37691402},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3630572},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32702848},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.18585959},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.10324654},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3308560.3317306","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.78,"display_name":"Reduced inequalities"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":14,"referenced_works":["https://openalex.org/W177732548","https://openalex.org/W1984309275","https://openalex.org/W2030565040","https://openalex.org/W2061142107","https://openalex.org/W2062637529","https://openalex.org/W2160019730","https://openalex.org/W2163598528","https://openalex.org/W2244223219","https://openalex.org/W2344181642","https://openalex.org/W2566959321","https://openalex.org/W2596218679","https://openalex.org/W2604276222","https://openalex.org/W2779326814","https://openalex.org/W3145452511"],"related_works":["https://openalex.org/W4288099294","https://openalex.org/W3209137209","https://openalex.org/W2993780070","https://openalex.org/W2810256748","https://openalex.org/W2524555411","https://openalex.org/W2479449183","https://openalex.org/W2375707231","https://openalex.org/W2072180474","https://openalex.org/W2070394531","https://openalex.org/W1960052459"],"abstract_inverted_index":{"Data":[0],"exploration":[1,37,79,169],"is":[2,138],"a":[3,21,42,75,124,126,129,152,158],"task":[4,102],"that":[5,61],"inherently":[6],"requires":[7],"high":[8],"human":[9],"interaction.":[10],"The":[11],"subject":[12,63,83,112],"matter":[13,64,84,113],"expert":[14,65,85,114],"looks":[15],"at":[16],"the":[17,32,62,82,90,101,111,118,134,144,165,175],"data":[18,36,47,78,91,105,135,145,168,176],"to":[19,27,92,116,147,150],"identify":[20,117],"hypothesis,":[22],"potential":[23],"questions,":[24],"and":[25,51,88,146,155,170],"where":[26,46,81,110],"look":[28],"for":[29],"answers":[30],"in":[31,68,133,143],"data.":[33],"Virtually":[34],"all":[35],"scenarios":[38],"can":[39,48,66,86],"benefit":[40],"from":[41],"tight":[43],"human-in-the-loop":[44,167],"paradigm,":[45],"be":[49,148],"visualized":[50],"reshaped,":[52],"but":[53],"also":[54],"augmented":[55],"with":[56],"missing":[57],"semantic":[58],"information":[59],"-":[60,123,132],"supplement":[67],"itinere.":[69],"In":[70],"this":[71],"demo":[72,97],"we":[73],"show":[74,163],"novel":[76,166],"graph-based":[77],"model":[80],"annotate":[87],"maneuver":[89],"answer":[93],"specific":[94],"questions.":[95],"This":[96],"specifically":[98],"focuses":[99],"on":[100],"of":[103,120,157,160],"migrating":[104],"centers,":[106],"logically":[107],"and/or":[108],"physically,":[109],"needs":[115],"function":[119],"each":[121],"node":[122],"server,":[125],"virtual":[127],"machine,":[128],"printer,":[130],"etc":[131],"center,":[136],"which":[137],"not":[139],"necessarily":[140],"directly":[141],"available":[142],"able":[149],"plan":[151],"safe":[153],"switch-off":[154],"relocation":[156],"cluster":[159],"nodes.":[161],"We":[162],"how":[164],"enrichment":[171],"paradigm":[172],"helps":[173],"designing":[174],"center":[177],"migration":[178],"plan.":[179]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2946113828","counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-01-18T16:04:07.720142","created_date":"2019-05-29"}