{"id":"https://openalex.org/W262792004","doi":"https://doi.org/10.1137/141000555","title":"Communicability Angle and the Spatial Efficiency of Networks","display_name":"Communicability Angle and the Spatial Efficiency of Networks","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W262792004","doi":"https://doi.org/10.1137/141000555","mag":"262792004"},"language":"en","primary_location":{"id":"doi:10.1137/141000555","is_oa":false,"landing_page_url":"https://doi.org/10.1137/141000555","pdf_url":null,"source":{"id":"https://openalex.org/S160107561","display_name":"SIAM Review","issn_l":"0036-1445","issn":["0036-1445","1095-7200"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Review","raw_type":"journal-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/A5042185860","display_name":"Ernesto Estrada","orcid":"https://orcid.org/0000-0002-3066-7418"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ernesto Estrada","raw_affiliation_strings":["Mathematics And Statistics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematics And Statistics","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014471207","display_name":"Naomichi Hatano","orcid":"https://orcid.org/0000-0003-0277-1856"},"institutions":[{"id":"https://openalex.org/I161296585","display_name":"Tokyo University of Science","ror":"https://ror.org/05sj3n476","country_code":"JP","type":"education","lineage":["https://openalex.org/I161296585"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Naomichi Hatano","raw_affiliation_strings":["Institute of Industrial Science University of Tokyo Tokyo 153-8505 Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Industrial Science University of Tokyo Tokyo 153-8505 Japan","institution_ids":["https://openalex.org/I161296585"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0958,"has_fulltext":true,"cited_by_count":42,"citation_normalized_percentile":{"value":0.91621438,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"58","issue":"4","first_page":"692","last_page":"715"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9722999930381775,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.961899995803833,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5917831063270569},{"id":"https://openalex.org/keywords/spatial-network","display_name":"Spatial network","score":0.5700616240501404},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5132546424865723},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5076490640640259},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.4747108519077301},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.43485593795776367},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.32784271240234375},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30478280782699585},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.16047942638397217}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5917831063270569},{"id":"https://openalex.org/C53471067","wikidata":"https://www.wikidata.org/wiki/Q7574076","display_name":"Spatial network","level":2,"score":0.5700616240501404},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5132546424865723},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5076490640640259},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.4747108519077301},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.43485593795776367},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.32784271240234375},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30478280782699585},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.16047942638397217},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1137/141000555","is_oa":false,"landing_page_url":"https://doi.org/10.1137/141000555","pdf_url":null,"source":{"id":"https://openalex.org/S160107561","display_name":"SIAM Review","issn_l":"0036-1445","issn":["0036-1445","1095-7200"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Review","raw_type":"journal-article"},{"id":"pmh:oai:strathprints.strath.ac.uk:55006","is_oa":false,"landing_page_url":"https://strathprints.strath.ac.uk/view/author/646532.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4306402226","display_name":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I181647926","host_organization_name":"University of Strathclyde","host_organization_lineage":["https://openalex.org/I181647926"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"NonPeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320006","display_name":"Royal Society","ror":"https://ror.org/03wnrjx87"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1558273801","https://openalex.org/W1965065229","https://openalex.org/W1965151258","https://openalex.org/W1974764791","https://openalex.org/W1976668093","https://openalex.org/W1979832945","https://openalex.org/W1981505946","https://openalex.org/W1987717935","https://openalex.org/W1993111701","https://openalex.org/W1995876521","https://openalex.org/W1999653836","https://openalex.org/W1999683177","https://openalex.org/W2004309119","https://openalex.org/W2005644627","https://openalex.org/W2006052322","https://openalex.org/W2010195483","https://openalex.org/W2016170913","https://openalex.org/W2018047324","https://openalex.org/W2021204697","https://openalex.org/W2027564922","https://openalex.org/W2029921432","https://openalex.org/W2038716921","https://openalex.org/W2048413114","https://openalex.org/W2060464767","https://openalex.org/W2062087630","https://openalex.org/W2076274021","https://openalex.org/W2079015178","https://openalex.org/W2089125183","https://openalex.org/W2092598586","https://openalex.org/W2121655825","https://openalex.org/W2129934604","https://openalex.org/W2130479394","https://openalex.org/W2145416273","https://openalex.org/W2148606196","https://openalex.org/W2151008009","https://openalex.org/W2151936673","https://openalex.org/W2155373599","https://openalex.org/W2163413889","https://openalex.org/W2164243919","https://openalex.org/W2164412882","https://openalex.org/W2971934294","https://openalex.org/W3037085755","https://openalex.org/W3098876096","https://openalex.org/W3166220440","https://openalex.org/W4211217667","https://openalex.org/W4247782380"],"related_works":["https://openalex.org/W2378400385","https://openalex.org/W2389148896","https://openalex.org/W2116865742","https://openalex.org/W4309710663","https://openalex.org/W2347451541","https://openalex.org/W41377044","https://openalex.org/W1792554768","https://openalex.org/W4387846317","https://openalex.org/W2371419776","https://openalex.org/W3005644236"],"abstract_inverted_index":{"We":[0,15,48,102],"introduce":[1],"the":[2,23,37,40,43,52,78,85,90,109,117,120,123,130,136],"concept":[3],"of":[4,10,39,51,55,71,89,94,112,119,122,132,139],"communicability":[5,25,79],"angle":[6,26,80],"between":[7],"a":[8,13,28,46,58,68,113,140],"pair":[9],"nodes":[11,44],"in":[12,45,67,152],"graph.":[14],"provide":[16],"strong":[17],"analytical":[18],"and":[19],"empirical":[20],"evidence":[21],"that":[22,62,77,96],"average":[24],"for":[27,32],"given":[29],"network":[30,114,141],"accounts":[31],"its":[33],"spatial":[34,53,110,137],"efficiency":[35,54,93,111,138],"on":[36,135],"basis":[38],"communications":[41],"among":[42],"network.":[47],"determine":[49],"characteristics":[50],"more":[56],"than":[57],"hundred":[59],"real-world":[60,153],"networks":[61],"represent":[63],"complex":[64],"systems":[65],"arising":[66],"diverse":[69],"set":[70],"scenarios.":[72],"In":[73],"particular,":[74],"we":[75,106],"find":[76],"correlates":[81],"very":[82],"well":[83,143],"with":[84],"experimentally":[86],"measured":[87],"value":[88],"relative":[91],"packing":[92],"proteins":[95],"are":[97],"represented":[98],"as":[99,142,144],"residue":[100],"networks.":[101,124],"finally":[103],"show":[104],"how":[105],"can":[107],"modulate":[108],"by":[115],"tuning":[116],"weights":[118],"edges":[121],"This":[125],"allows":[126],"us":[127],"to":[128,145,148],"predict":[129],"effects":[131],"external":[133],"stresses":[134],"design":[146],"strategies":[147],"improve":[149],"important":[150],"parameters":[151],"systems.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
