{"id":"https://openalex.org/W2989333131","doi":"https://doi.org/10.4018/ijitwe.2020010102","title":"A Novel Method to Dynamically Fix Threshold for Node Neighbourhood Based Link Prediction Techniques","display_name":"A Novel Method to Dynamically Fix Threshold for Node Neighbourhood Based Link Prediction Techniques","publication_year":2019,"publication_date":"2019-11-04","ids":{"openalex":"https://openalex.org/W2989333131","doi":"https://doi.org/10.4018/ijitwe.2020010102","mag":"2989333131"},"language":"en","primary_location":{"id":"doi:10.4018/ijitwe.2020010102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijitwe.2020010102","pdf_url":null,"source":{"id":"https://openalex.org/S152329874","display_name":"International Journal of Information Technology and Web Engineering","issn_l":"1554-1045","issn":["1554-1045","1554-1053"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology and Web Engineering","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/A5101517842","display_name":"Anand Kumar Gupta","orcid":"https://orcid.org/0000-0003-3932-4267"},"institutions":[{"id":"https://openalex.org/I154970844","display_name":"Jaypee Institute of Information Technology","ror":"https://ror.org/05sttyy11","country_code":"IN","type":"education","lineage":["https://openalex.org/I154970844"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Anand Kumar Gupta","raw_affiliation_strings":["Jaypee Institute of Information Technology, India"],"affiliations":[{"raw_affiliation_string":"Jaypee Institute of Information Technology, India","institution_ids":["https://openalex.org/I154970844"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070964598","display_name":"Neetu Sardana","orcid":"https://orcid.org/0000-0003-0608-3487"},"institutions":[{"id":"https://openalex.org/I154970844","display_name":"Jaypee Institute of Information Technology","ror":"https://ror.org/05sttyy11","country_code":"IN","type":"education","lineage":["https://openalex.org/I154970844"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Neetu Sardana","raw_affiliation_strings":["Jaypee Institute of Information Technology, India"],"affiliations":[{"raw_affiliation_string":"Jaypee Institute of Information Technology, India","institution_ids":["https://openalex.org/I154970844"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101517842"],"corresponding_institution_ids":["https://openalex.org/I154970844"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.15363895,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"15","issue":"1","first_page":"17","last_page":"34"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9879999756813049,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.970300018787384,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interconnectivity","display_name":"Interconnectivity","score":0.9539879560470581},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8713573217391968},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6783862113952637},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.6580265760421753},{"id":"https://openalex.org/keywords/link","display_name":"Link (geometry)","score":0.5992545485496521},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5380930304527283},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5368168354034424},{"id":"https://openalex.org/keywords/neighbourhood","display_name":"Neighbourhood (mathematics)","score":0.4967382550239563},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4877660870552063},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43497171998023987},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.4317154288291931},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34859099984169006},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.14452454447746277}],"concepts":[{"id":"https://openalex.org/C25516864","wikidata":"https://www.wikidata.org/wiki/Q1665949","display_name":"Interconnectivity","level":2,"score":0.9539879560470581},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8713573217391968},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6783862113952637},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.6580265760421753},{"id":"https://openalex.org/C2778753846","wikidata":"https://www.wikidata.org/wiki/Q6554239","display_name":"Link (geometry)","level":2,"score":0.5992545485496521},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5380930304527283},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5368168354034424},{"id":"https://openalex.org/C161677786","wikidata":"https://www.wikidata.org/wiki/Q2478475","display_name":"Neighbourhood (mathematics)","level":2,"score":0.4967382550239563},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4877660870552063},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43497171998023987},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.4317154288291931},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34859099984169006},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.14452454447746277},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijitwe.2020010102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijitwe.2020010102","pdf_url":null,"source":{"id":"https://openalex.org/S152329874","display_name":"International Journal of Information Technology and Web Engineering","issn_l":"1554-1045","issn":["1554-1045","1554-1053"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology and Web Engineering","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jitwe0:v:15:y:2020:i:1:p:17-34","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJITWE.2020010102","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"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":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W188608978","https://openalex.org/W1556758605","https://openalex.org/W1956559956","https://openalex.org/W1979104937","https://openalex.org/W2007444087","https://openalex.org/W2008620264","https://openalex.org/W2037933327","https://openalex.org/W2092962230","https://openalex.org/W2154454189","https://openalex.org/W2158908968","https://openalex.org/W2188903853","https://openalex.org/W2203743329","https://openalex.org/W2253276617","https://openalex.org/W2469407437","https://openalex.org/W2536106016","https://openalex.org/W2564084673","https://openalex.org/W2611775752","https://openalex.org/W2745750801","https://openalex.org/W2788512147","https://openalex.org/W2894096794","https://openalex.org/W2964126306","https://openalex.org/W3143596294","https://openalex.org/W4213009331","https://openalex.org/W4232932184","https://openalex.org/W6640862754","https://openalex.org/W6680012447","https://openalex.org/W6748856961","https://openalex.org/W6754697190"],"related_works":["https://openalex.org/W174982720","https://openalex.org/W2151173140","https://openalex.org/W4386857536","https://openalex.org/W2511973026","https://openalex.org/W1981008129","https://openalex.org/W1800442676","https://openalex.org/W2804418842","https://openalex.org/W2038194959","https://openalex.org/W2778290364","https://openalex.org/W3118081318"],"abstract_inverted_index":{"The":[0,130,141],"objective":[1],"of":[2,12,63,66,126,135],"an":[3],"online":[4],"social":[5,78],"network":[6,79],"is":[7,71,80,92],"to":[8,42,72,94,150],"amplify":[9],"the":[10,15,67,77,119,124,133],"stream":[11],"information":[13],"among":[14,25],"users.":[16],"This":[17,109],"goal":[18],"can":[19,48],"be":[20,49],"accomplished":[21],"by":[22],"maximizing":[23],"interconnectivity":[24],"users":[26,105],"using":[27],"link":[28,32,128],"prediction":[29,33,47],"techniques.":[30,140,155],"Existing":[31],"techniques":[34],"uses":[35],"varied":[36],"heuristics":[37],"such":[38],"as":[39],"similarity":[40],"score":[41],"predict":[43],"possible":[44],"connections.":[45,64],"Link":[46],"considered":[50],"a":[51,96,112],"binary":[52],"classification":[53,70],"problem":[54],"where":[55],"probable":[56],"class":[57],"outcomes":[58],"are":[59],"presence":[60],"and":[61,85,152],"absence":[62],"One":[65],"challenges":[68],"in":[69,83],"decide":[73],"threshold":[74,99,120],"value.":[75],"Since":[76],"exceptionally":[81],"dynamic":[82],"nature":[84],"each":[86],"user":[87],"possess":[88],"different":[89],"features,":[90],"it":[91],"difficult":[93],"choose":[95],"static,":[97],"common":[98],"which":[100],"decides":[101,118],"whether":[102],"two":[103],"non-connected":[104],"will":[106],"form":[107],"interconnectivity.":[108],"article":[110,131],"proposes":[111],"novel":[113],"technique,":[114],"FIXT,":[115],"that":[116,145],"dynamically":[117],"value":[121],"for":[122],"predicting":[123],"possibility":[125],"new":[127],"formation.":[129],"evaluates":[132],"performance":[134],"FIXT":[136,146],"with":[137],"six":[138],"baseline":[139,154],"comparative":[142],"results":[143],"depict":[144],"achieves":[147],"accuracy":[148],"up":[149],"93%":[151],"outperforms":[153]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}