{"id":"https://openalex.org/W2998883339","doi":"https://doi.org/10.1007/s10660-019-09395-y","title":"Towards effective discovery of natural communities in complex networks and implications in e-commerce","display_name":"Towards effective discovery of natural communities in complex networks and implications in e-commerce","publication_year":2020,"publication_date":"2020-01-06","ids":{"openalex":"https://openalex.org/W2998883339","doi":"https://doi.org/10.1007/s10660-019-09395-y","mag":"2998883339"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10660-019-09395-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10660-019-09395-y.pdf","source":{"id":"https://openalex.org/S205929853","display_name":"Electronic Commerce Research","issn_l":"1389-5753","issn":["1389-5753","1572-9362"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10660-019-09395-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101546872","display_name":"Swarup Chattopadhyay","orcid":"https://orcid.org/0000-0003-3226-0416"},"institutions":[{"id":"https://openalex.org/I6498739","display_name":"Indian Statistical Institute","ror":"https://ror.org/00q2w1j53","country_code":"IN","type":"education","lineage":["https://openalex.org/I6498739"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Swarup Chattopadhyay","raw_affiliation_strings":["Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India","institution_ids":["https://openalex.org/I6498739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051637191","display_name":"Tanmay Basu","orcid":"https://orcid.org/0000-0001-9536-8075"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Tanmay Basu","raw_affiliation_strings":["Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK"],"affiliations":[{"raw_affiliation_string":"Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024169748","display_name":"Asit Kumar Das","orcid":"https://orcid.org/0000-0002-1722-7602"},"institutions":[{"id":"https://openalex.org/I98365261","display_name":"Indian Institute of Engineering Science and Technology, Shibpur","ror":"https://ror.org/02ytfzr55","country_code":"IN","type":"education","lineage":["https://openalex.org/I98365261"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Asit K. Das","raw_affiliation_strings":["Indian Institute of Engineering Science and Technology, Shibpur, West Bengal, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Engineering Science and Technology, Shibpur, West Bengal, India","institution_ids":["https://openalex.org/I98365261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079836374","display_name":"Kuntal Ghosh","orcid":null},"institutions":[{"id":"https://openalex.org/I6498739","display_name":"Indian Statistical Institute","ror":"https://ror.org/00q2w1j53","country_code":"IN","type":"education","lineage":["https://openalex.org/I6498739"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kuntal Ghosh","raw_affiliation_strings":["Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India","institution_ids":["https://openalex.org/I6498739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087541602","display_name":"Late C. A. Murthy","orcid":null},"institutions":[{"id":"https://openalex.org/I6498739","display_name":"Indian Statistical Institute","ror":"https://ror.org/00q2w1j53","country_code":"IN","type":"education","lineage":["https://openalex.org/I6498739"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Late C. A. Murthy","raw_affiliation_strings":["Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India","institution_ids":["https://openalex.org/I6498739"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101546872","https://openalex.org/A5051637191"],"corresponding_institution_ids":["https://openalex.org/I6498739","https://openalex.org/I79619799"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890,"provenance":"doaj"},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890,"provenance":"doaj"},"fwci":1.649,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.999838,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":92},"biblio":{"volume":"21","issue":"4","first_page":"917","last_page":"954"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":1.0,"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":1.0,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9971,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9874,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.75259817},{"id":"https://openalex.org/keywords/similarity-measure","display_name":"Similarity measure","score":0.5757271}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.77835035},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.75259817},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7493839},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.7093897},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.66079766},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5962715},{"id":"https://openalex.org/C2776517306","wikidata":"https://www.wikidata.org/wiki/Q29017317","display_name":"Similarity measure","level":2,"score":0.5757271},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5619779},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.56004304},{"id":"https://openalex.org/C133079900","wikidata":"https://www.wikidata.org/wiki/Q5155065","display_name":"Community structure","level":2,"score":0.5378218},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.51160246},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4465831},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38299093},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.35366297},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1716029},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.123075664},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.115661025},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10660-019-09395-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10660-019-09395-y.pdf","source":{"id":"https://openalex.org/S205929853","display_name":"Electronic Commerce Research","issn_l":"1389-5753","issn":["1389-5753","1572-9362"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://econpapers.repec.org/RePEc:spr:elcore:v:21:y:2021:i:4:d:10.1007_s10660-019-09395-y","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":["Federal Reserve Bank of St. Louis"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/portal/en/publications/towards-effective-discovery-of-natural-communities-in-complex-networks-and-implications-in-ecommerce(2466f43f-372e-4024-b0e5-bd8dab330386).html","pdf_url":"https://birmingham.elsevierpure.com/files/90918449/Chattopadhyay_et_al_2020_Towards_effective_discovery_of_natural_communities_Electronic_Commerce_Research.pdf","source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":["University of Birmingham"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"http://pure-oai.bham.ac.uk/ws/files/90918449/Chattopadhyay_et_al_2020_Towards_effective_discovery_of_natural_communities_Electronic_Commerce_Research.pdf","pdf_url":"http://pure-oai.bham.ac.uk/ws/files/90918449/Chattopadhyay_et_al_2020_Towards_effective_discovery_of_natural_communities_Electronic_Commerce_Research.pdf","source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":["University of Birmingham"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10660-019-09395-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10660-019-09395-y.pdf","source":{"id":"https://openalex.org/S205929853","display_name":"Electronic Commerce Research","issn_l":"1389-5753","issn":["1389-5753","1572-9362"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":62,"referenced_works":["https://openalex.org/W1038628138","https://openalex.org/W151400537","https://openalex.org/W1565608089","https://openalex.org/W1970301364","https://openalex.org/W1977713568","https://openalex.org/W1979104937","https://openalex.org/W1995996823","https://openalex.org/W2005207065","https://openalex.org/W2007444087","https://openalex.org/W2014756888","https://openalex.org/W2015953751","https://openalex.org/W2016788389","https://openalex.org/W2018045523","https://openalex.org/W2022704179","https://openalex.org/W2023655578","https://openalex.org/W2023787294","https://openalex.org/W2047940964","https://openalex.org/W2050239729","https://openalex.org/W2056021151","https://openalex.org/W2056897951","https://openalex.org/W2070422353","https://openalex.org/W2089458547","https://openalex.org/W2098509290","https://openalex.org/W2100235918","https://openalex.org/W2105500050","https://openalex.org/W2110620844","https://openalex.org/W2111002549","https://openalex.org/W2121470019","https://openalex.org/W2124637492","https://openalex.org/W2125315567","https://openalex.org/W2130377051","https://openalex.org/W2131681506","https://openalex.org/W2132202037","https://openalex.org/W2134737843","https://openalex.org/W2145360759","https://openalex.org/W2148606196","https://openalex.org/W2151936673","https://openalex.org/W2159094788","https://openalex.org/W2160313295","https://openalex.org/W2165533101","https://openalex.org/W2169015768","https://openalex.org/W2294347342","https://openalex.org/W2320922285","https://openalex.org/W2403905234","https://openalex.org/W2503222705","https://openalex.org/W2541209345","https://openalex.org/W2541386386","https://openalex.org/W2543177554","https://openalex.org/W2579007764","https://openalex.org/W2604363985","https://openalex.org/W2800358691","https://openalex.org/W2931397130","https://openalex.org/W2944253117","https://openalex.org/W2964273740","https://openalex.org/W3098742898","https://openalex.org/W3099768174","https://openalex.org/W3104267360","https://openalex.org/W3123041312","https://openalex.org/W4244404635","https://openalex.org/W4285198546","https://openalex.org/W4285719527","https://openalex.org/W4292081303"],"related_works":["https://openalex.org/W2948079051","https://openalex.org/W2790658443","https://openalex.org/W2474567666","https://openalex.org/W2394168050","https://openalex.org/W2319693127","https://openalex.org/W2072263576","https://openalex.org/W2034220069","https://openalex.org/W2006852656","https://openalex.org/W1985625141","https://openalex.org/W11097679"],"abstract_inverted_index":{"Abstract":[0],"Automated":[1],"community":[2,17,46,163],"detection":[3,18,47,164],"is":[4,19,72,95,121,155,191],"an":[5],"important":[6],"problem":[7,48],"in":[8,28,100,182,197],"the":[9,23,35,66,77,109,118,131,161,184,205,209,213],"study":[10],"of":[11,16,25,37,52,56,88,111,117,134,160,186,215],"complex":[12,101],"networks.":[13],"The":[14,45,114,152,200],"idea":[15],"closely":[20],"related":[21],"to":[22,34,63,211],"concept":[24],"data":[26,112],"clustering":[27,32],"pattern":[29],"recognition.":[30],"Data":[31],"refers":[33],"task":[36],"grouping":[38],"similar":[39],"objects":[40],"and":[41,86,108,143,219],"segregating":[42],"dissimilar":[43],"objects.":[44],"can":[49],"be":[50,223],"thought":[51],"as":[53],"finding":[54],"groups":[55],"densely":[57],"interconnected":[58],"nodes":[59,64,81],"with":[60,146,157],"few":[61],"connections":[62],"outside":[65],"group.":[67],"A":[68],"node":[69,105],"similarity":[70,78,106],"measure":[71,107],"proposed":[73,119,153,206],"here":[74],"that":[75,122,204],"finds":[76],"between":[79],"two":[80,90],"by":[82,166],"considering":[83],"both":[84],"neighbors":[85],"non-neighbors":[87],"these":[89],"nodes.":[91],"Subsequently,":[92],"a":[93,135,187,194,216],"method":[94,120,154],"introduced":[96],"for":[97,225],"identifying":[98],"communities":[99,133,149],"networks":[102,145],"using":[103,167],"this":[104],"notion":[110],"clustering.":[113],"significant":[115],"characteristic":[116],"it":[123,177,221],"does":[124],"not":[125],"need":[126],"any":[127],"prior":[128],"knowledge":[129],"about":[130],"actual":[132],"network.":[136],"Extensive":[137],"experiments":[138],"on":[139],"several":[140,168],"real":[141],"world":[142],"artificial":[144],"known":[147],"ground-truth":[148],"are":[150],"reported.":[151],"compared":[156],"various":[158],"state":[159],"art":[162],"algorithms":[165],"criteria,":[169],"viz.":[170],"normalized":[171],"mutual":[172],"information,":[173],"f-measure":[174],"etc.":[175],"Moreover,":[176],"has":[178,208],"been":[179],"successfully":[180],"applied":[181],"improving":[183],"effectiveness":[185],"recommender":[188,217],"system":[189,218],"which":[190],"rapidly":[192],"becoming":[193],"crucial":[195],"tool":[196],"e-commerce":[198,227],"applications.":[199,228],"empirical":[201],"results":[202],"suggest":[203],"technique":[207],"potential":[210],"improve":[212],"performance":[214],"hence":[220],"may":[222],"useful":[224],"other":[226]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2998883339","counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2024-12-24T07:33:27.652519","created_date":"2020-01-23"}