{"id":"https://openalex.org/W2069902889","doi":"https://doi.org/10.1145/2806416.2806619","title":"Top-k Reliable Edge Colors in Uncertain Graphs","display_name":"Top-k Reliable Edge Colors in Uncertain Graphs","publication_year":2015,"publication_date":"2015-10-17","ids":{"openalex":"https://openalex.org/W2069902889","doi":"https://doi.org/10.1145/2806416.2806619","mag":"2069902889"},"language":"en","primary_location":{"id":"doi:10.1145/2806416.2806619","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2806416.2806619","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM International on Conference on Information and Knowledge Management","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/A5019024971","display_name":"Arijit Khan","orcid":"https://orcid.org/0000-0002-7312-6312"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Arijit Khan","raw_affiliation_strings":["ETH Zurich, Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026420819","display_name":"Francesco Gullo","orcid":"https://orcid.org/0000-0002-7052-1114"},"institutions":[{"id":"https://openalex.org/I2800095910","display_name":"Yahoo (Spain)","ror":"https://ror.org/03gq8sg42","country_code":"ES","type":"company","lineage":["https://openalex.org/I2800095910","https://openalex.org/I4210134091"]},{"id":"https://openalex.org/I1325784139","display_name":"Yahoo (United Kingdom)","ror":"https://ror.org/038p3gq39","country_code":"GB","type":"company","lineage":["https://openalex.org/I1325784139","https://openalex.org/I4210134091"]}],"countries":["ES","GB"],"is_corresponding":false,"raw_author_name":"Francesco Gullo","raw_affiliation_strings":["Yahoo! Labs, Barcelona, Spain",", Yahoo! Labs, Barcelona, Spain#TAB#"],"affiliations":[{"raw_affiliation_string":"Yahoo! Labs, Barcelona, Spain","institution_ids":["https://openalex.org/I2800095910"]},{"raw_affiliation_string":", Yahoo! Labs, Barcelona, Spain#TAB#","institution_ids":["https://openalex.org/I1325784139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085905725","display_name":"Thomas W\u00f6hler","orcid":null},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Thomas Wohler","raw_affiliation_strings":["ETH Zurich, Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022272025","display_name":"Francesco Bonchi","orcid":"https://orcid.org/0000-0001-9464-8315"},"institutions":[{"id":"https://openalex.org/I2800095910","display_name":"Yahoo (Spain)","ror":"https://ror.org/03gq8sg42","country_code":"ES","type":"company","lineage":["https://openalex.org/I2800095910","https://openalex.org/I4210134091"]},{"id":"https://openalex.org/I1325784139","display_name":"Yahoo (United Kingdom)","ror":"https://ror.org/038p3gq39","country_code":"GB","type":"company","lineage":["https://openalex.org/I1325784139","https://openalex.org/I4210134091"]}],"countries":["ES","GB"],"is_corresponding":false,"raw_author_name":"Francesco Bonchi","raw_affiliation_strings":["Yahoo! Labs, Barcelona, Spain",", Yahoo! Labs, Barcelona, Spain#TAB#"],"affiliations":[{"raw_affiliation_string":"Yahoo! Labs, Barcelona, Spain","institution_ids":["https://openalex.org/I2800095910"]},{"raw_affiliation_string":", Yahoo! Labs, Barcelona, Spain#TAB#","institution_ids":["https://openalex.org/I1325784139"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019024971"],"corresponding_institution_ids":["https://openalex.org/I35440088"],"apc_list":null,"apc_paid":null,"fwci":1.7258,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.88293288,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1851","last_page":"1854"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9218000173568726,"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"}},"topics":[{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9218000173568726,"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"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9050999879837036,"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/scalability","display_name":"Scalability","score":0.7743840217590332},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7681089639663696},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.582108736038208},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.5668251514434814},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5154014825820923},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4942167103290558},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4536154270172119},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4386273920536041},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.41454166173934937},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32124853134155273},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.26256072521209717},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20525139570236206},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1685643196105957}],"concepts":[{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7743840217590332},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7681089639663696},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.582108736038208},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.5668251514434814},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5154014825820923},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4942167103290558},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4536154270172119},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4386273920536041},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.41454166173934937},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32124853134155273},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.26256072521209717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20525139570236206},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1685643196105957},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2806416.2806619","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2806416.2806619","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM International on Conference on Information and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W104377239","https://openalex.org/W1588510915","https://openalex.org/W1984069252","https://openalex.org/W1991536882","https://openalex.org/W2053105309","https://openalex.org/W2059355721","https://openalex.org/W2101720181","https://openalex.org/W2131058166","https://openalex.org/W2139694815","https://openalex.org/W2520469311"],"related_works":["https://openalex.org/W2364921833","https://openalex.org/W2385146268","https://openalex.org/W1596201972","https://openalex.org/W1788737569","https://openalex.org/W2266737736","https://openalex.org/W1986253068","https://openalex.org/W2405379563","https://openalex.org/W1767718647","https://openalex.org/W2380023786","https://openalex.org/W1588015694"],"abstract_inverted_index":{"We":[0,116],"study":[1],"the":[2,7,15,66,69,110,122,128,146,151,154],"fundamental":[3],"problem":[4,36,73,89],"of":[5,9,42,68,124,127,156],"finding":[6,47,72],"set":[8,35,114],"top-k":[10,32,111],"edge":[11,131],"colors":[12],"that":[13,87,143,170],"maximizes":[14],"reliability":[16,71],"between":[17,74],"a":[18,22,40,75,78,137],"source":[19,76],"node":[20,24,80],"and":[21,28,54,77,93,106,133,140,165,177],"destination":[23,79],"in":[25,39,48,57],"an":[26,82],"uncertain":[27,83],"edge-colored":[29],"graph.":[30],"Our":[31],"reliable":[33,112],"color":[34,113],"naturally":[37],"arises":[38],"variety":[41],"real-world":[43,166],"applications":[44],"including":[45],"pathway":[46],"biological":[49],"networks,":[50,59],"topic-aware":[51],"influence":[52],"maximization,":[53],"team":[55],"formation":[56],"social":[58],"among":[60],"many":[61],"others.":[62],"In":[63],"addition":[64],"to":[65],"#P-completeness":[67],"classical":[70],"over":[81],"graph,":[84],"we":[85,101,134],"prove":[86],"our":[88,171],"is":[90],"also":[91],"NP-hard,":[92],"neither":[94],"sub-modular,":[95],"nor":[96],"super-modular.":[97],"To":[98],"this":[99],"end,":[100],"aim":[102],"at":[103],"designing":[104],"effective":[105,141],"scalable":[107,176],"solutions":[108],"for":[109],"problem.":[115],"first":[117],"introduce":[118],"two":[119],"baselines":[120],"following":[121],"idea":[123],"repetitive":[125],"inclusion":[126],"next":[129],"best":[130],"colors,":[132],"later":[135],"develop":[136],"more":[138],"efficient":[139],"algorithm":[142],"directly":[144],"finds":[145],"highly-reliable":[147],"paths":[148],"while":[149],"maintaining":[150],"budget":[152],"on":[153,162],"number":[155],"edge-colors.":[157],"An":[158],"extensive":[159],"empirical":[160],"evaluation":[161],"various":[163],"large-scale":[164],"graph":[167],"datasets":[168],"illustrates":[169],"proposed":[172],"techniques":[173],"are":[174],"both":[175],"highly":[178],"accurate.":[179]},"counts_by_year":[{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
