{"id":"https://openalex.org/W2469677301","doi":"https://doi.org/10.1007/978-3-319-31232-3_87","title":"An Evaluation of Distributed Processing Models for Random Walk-Based Link Prediction Algorithms Over Social Big Data","display_name":"An Evaluation of Distributed Processing Models for Random Walk-Based Link Prediction Algorithms Over Social Big Data","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2469677301","doi":"https://doi.org/10.1007/978-3-319-31232-3_87","mag":"2469677301"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-31232-3_87","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-31232-3_87","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","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/A5033800979","display_name":"Alejandro Corbellini","orcid":"https://orcid.org/0000-0002-6413-2809"},"institutions":[{"id":"https://openalex.org/I151201029","display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas","ror":"https://ror.org/03cqe8w59","country_code":"AR","type":"funder","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]},{"id":"https://openalex.org/I3130805194","display_name":"Universidad Nacional del Centro de la Provincia de Buenos Aires","ror":"https://ror.org/011gakh74","country_code":"AR","type":"education","lineage":["https://openalex.org/I3130805194"]}],"countries":["AR"],"is_corresponding":true,"raw_author_name":"Alejandro Corbellini","raw_affiliation_strings":["Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas (CONICET), Buenos Aires, Argentina","ISISTAN Research Institute, UNICEN University, Campus Universitario, Tandil (B7001BBO), Buenos Aires, Argentina"],"affiliations":[{"raw_affiliation_string":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas (CONICET), Buenos Aires, Argentina","institution_ids":["https://openalex.org/I151201029"]},{"raw_affiliation_string":"ISISTAN Research Institute, UNICEN University, Campus Universitario, Tandil (B7001BBO), Buenos Aires, Argentina","institution_ids":["https://openalex.org/I3130805194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086018490","display_name":"Cristian Mateos","orcid":"https://orcid.org/0000-0001-5761-1898"},"institutions":[{"id":"https://openalex.org/I3130805194","display_name":"Universidad Nacional del Centro de la Provincia de Buenos Aires","ror":"https://ror.org/011gakh74","country_code":"AR","type":"education","lineage":["https://openalex.org/I3130805194"]},{"id":"https://openalex.org/I151201029","display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas","ror":"https://ror.org/03cqe8w59","country_code":"AR","type":"funder","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Cristian Mateos","raw_affiliation_strings":["Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas (CONICET), Buenos Aires, Argentina","ISISTAN Research Institute, UNICEN University, Campus Universitario, Tandil (B7001BBO), Buenos Aires, Argentina"],"affiliations":[{"raw_affiliation_string":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas (CONICET), Buenos Aires, Argentina","institution_ids":["https://openalex.org/I151201029"]},{"raw_affiliation_string":"ISISTAN Research Institute, UNICEN University, Campus Universitario, Tandil (B7001BBO), Buenos Aires, Argentina","institution_ids":["https://openalex.org/I3130805194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004741967","display_name":"Daniela Godoy","orcid":"https://orcid.org/0000-0002-5185-4570"},"institutions":[{"id":"https://openalex.org/I151201029","display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas","ror":"https://ror.org/03cqe8w59","country_code":"AR","type":"funder","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]},{"id":"https://openalex.org/I3130805194","display_name":"Universidad Nacional del Centro de la Provincia de Buenos Aires","ror":"https://ror.org/011gakh74","country_code":"AR","type":"education","lineage":["https://openalex.org/I3130805194"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Daniela Godoy","raw_affiliation_strings":["Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas (CONICET), Buenos Aires, Argentina","ISISTAN Research Institute, UNICEN University, Campus Universitario, Tandil (B7001BBO), Buenos Aires, Argentina"],"affiliations":[{"raw_affiliation_string":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas (CONICET), Buenos Aires, Argentina","institution_ids":["https://openalex.org/I151201029"]},{"raw_affiliation_string":"ISISTAN Research Institute, UNICEN University, Campus Universitario, Tandil (B7001BBO), Buenos Aires, Argentina","institution_ids":["https://openalex.org/I3130805194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078123691","display_name":"Alejandro Zunino","orcid":"https://orcid.org/0000-0002-9537-3541"},"institutions":[{"id":"https://openalex.org/I151201029","display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas","ror":"https://ror.org/03cqe8w59","country_code":"AR","type":"funder","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]},{"id":"https://openalex.org/I3130805194","display_name":"Universidad Nacional del Centro de la Provincia de Buenos Aires","ror":"https://ror.org/011gakh74","country_code":"AR","type":"education","lineage":["https://openalex.org/I3130805194"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Alejandro Zunino","raw_affiliation_strings":["Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas (CONICET), Buenos Aires, Argentina","ISISTAN Research Institute, UNICEN University, Campus Universitario, Tandil (B7001BBO), Buenos Aires, Argentina"],"affiliations":[{"raw_affiliation_string":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas (CONICET), Buenos Aires, Argentina","institution_ids":["https://openalex.org/I151201029"]},{"raw_affiliation_string":"ISISTAN Research Institute, UNICEN University, Campus Universitario, Tandil (B7001BBO), Buenos Aires, Argentina","institution_ids":["https://openalex.org/I3130805194"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050049360","display_name":"Silvia Schiaffino","orcid":"https://orcid.org/0000-0002-7616-9756"},"institutions":[{"id":"https://openalex.org/I151201029","display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas","ror":"https://ror.org/03cqe8w59","country_code":"AR","type":"funder","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]},{"id":"https://openalex.org/I3130805194","display_name":"Universidad Nacional del Centro de la Provincia de Buenos Aires","ror":"https://ror.org/011gakh74","country_code":"AR","type":"education","lineage":["https://openalex.org/I3130805194"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Silvia Schiaffino","raw_affiliation_strings":["Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas (CONICET), Buenos Aires, Argentina","ISISTAN Research Institute, UNICEN University, Campus Universitario, Tandil (B7001BBO), Buenos Aires, Argentina"],"affiliations":[{"raw_affiliation_string":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas (CONICET), Buenos Aires, Argentina","institution_ids":["https://openalex.org/I151201029"]},{"raw_affiliation_string":"ISISTAN Research Institute, UNICEN University, Campus Universitario, Tandil (B7001BBO), Buenos Aires, Argentina","institution_ids":["https://openalex.org/I3130805194"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033800979"],"corresponding_institution_ids":["https://openalex.org/I151201029","https://openalex.org/I3130805194"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0407332,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"919","last_page":"928"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9991999864578247,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/random-walk","display_name":"Random walk","score":0.775763988494873},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7614898085594177},{"id":"https://openalex.org/keywords/fork","display_name":"Fork (system call)","score":0.6914596557617188},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.587640643119812},{"id":"https://openalex.org/keywords/join","display_name":"Join (topology)","score":0.5696990489959717},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5488274693489075},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5396580100059509},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4752863645553589},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.4628324806690216},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.42078787088394165},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4122655391693115},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38477623462677},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.367984414100647},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3052724599838257},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12404203414916992}],"concepts":[{"id":"https://openalex.org/C121194460","wikidata":"https://www.wikidata.org/wiki/Q856741","display_name":"Random walk","level":2,"score":0.775763988494873},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7614898085594177},{"id":"https://openalex.org/C40523978","wikidata":"https://www.wikidata.org/wiki/Q14675","display_name":"Fork (system call)","level":2,"score":0.6914596557617188},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.587640643119812},{"id":"https://openalex.org/C2776124973","wikidata":"https://www.wikidata.org/wiki/Q3183033","display_name":"Join (topology)","level":2,"score":0.5696990489959717},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5488274693489075},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5396580100059509},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4752863645553589},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.4628324806690216},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.42078787088394165},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4122655391693115},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38477623462677},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.367984414100647},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3052724599838257},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12404203414916992},{"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-31232-3_87","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-31232-3_87","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321594","display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas","ror":"https://ror.org/03cqe8w59"},{"id":"https://openalex.org/F4320334832","display_name":"Agencia Nacional de Promoci\u00f3n Cient\u00edfica y Tecnol\u00f3gica","ror":"https://ror.org/03stxzb56"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W19684845","https://openalex.org/W200298483","https://openalex.org/W1653616422","https://openalex.org/W1980210945","https://openalex.org/W1982003698","https://openalex.org/W2016036618","https://openalex.org/W2031072803","https://openalex.org/W2037933327","https://openalex.org/W2038732464","https://openalex.org/W2039976898","https://openalex.org/W2045271686","https://openalex.org/W2083602526","https://openalex.org/W2096544401","https://openalex.org/W2101196063","https://openalex.org/W2129898896","https://openalex.org/W2138621811","https://openalex.org/W2148352271","https://openalex.org/W2170616854","https://openalex.org/W2173213060","https://openalex.org/W2285252321","https://openalex.org/W2291410293","https://openalex.org/W2294782916","https://openalex.org/W4232932184","https://openalex.org/W6679043585"],"related_works":["https://openalex.org/W4205996836","https://openalex.org/W2937118960","https://openalex.org/W2151692181","https://openalex.org/W2808525305","https://openalex.org/W4392498349","https://openalex.org/W2093960938","https://openalex.org/W3132572030","https://openalex.org/W3208656504","https://openalex.org/W3214148052","https://openalex.org/W4392216655"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
