{"id":"https://openalex.org/W2996221349","doi":"https://doi.org/10.1109/snams.2019.8931829","title":"Sampling Online Social Networks with Tailored Mining Strategies","display_name":"Sampling Online Social Networks with Tailored Mining Strategies","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2996221349","doi":"https://doi.org/10.1109/snams.2019.8931829","mag":"2996221349"},"language":"en","primary_location":{"id":"doi:10.1109/snams.2019.8931829","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snams.2019.8931829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Sixth International Conference on Social Networks Analysis, Management and Security (SNAMS)","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/A5056490250","display_name":"Mohamad Arafeh","orcid":null},"institutions":[{"id":"https://openalex.org/I56306041","display_name":"Lebanese American University","ror":"https://ror.org/00hqkan37","country_code":"LB","type":"education","lineage":["https://openalex.org/I56306041"]}],"countries":["LB"],"is_corresponding":true,"raw_author_name":"Mohamad Arafeh","raw_affiliation_strings":["Computer Science and Mathematics Department, Lebanese American University, Beirut, Lebanon"],"affiliations":[{"raw_affiliation_string":"Computer Science and Mathematics Department, Lebanese American University, Beirut, Lebanon","institution_ids":["https://openalex.org/I56306041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030929146","display_name":"Paolo Ceravolo","orcid":"https://orcid.org/0000-0002-4519-0173"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Ceravolo","raw_affiliation_strings":["SesarLab, Universit\u00e0 degli Studi di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"SesarLab, Universit\u00e0 degli Studi di Milano, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005269467","display_name":"Azzam Mourad","orcid":"https://orcid.org/0000-0001-9434-5322"},"institutions":[{"id":"https://openalex.org/I56306041","display_name":"Lebanese American University","ror":"https://ror.org/00hqkan37","country_code":"LB","type":"education","lineage":["https://openalex.org/I56306041"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Azzam Mourad","raw_affiliation_strings":["Computer Science and Mathematics Department, Lebanese American University, Beirut, Lebanon"],"affiliations":[{"raw_affiliation_string":"Computer Science and Mathematics Department, Lebanese American University, Beirut, Lebanon","institution_ids":["https://openalex.org/I56306041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075830877","display_name":"Ernesto Damiani","orcid":"https://orcid.org/0000-0002-9557-6496"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ernesto Damiani","raw_affiliation_strings":["Center of Cyber-Physical System, Khalifa University, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"Center of Cyber-Physical System, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5056490250"],"corresponding_institution_ids":["https://openalex.org/I56306041"],"apc_list":null,"apc_paid":null,"fwci":0.5792,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67070707,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"217","last_page":"222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.809221625328064},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7978196144104004},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.722632884979248},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6914857625961304},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.6765096783638},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6109298467636108},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5913446545600891},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5735321640968323},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.571940541267395},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5411893129348755},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.43443647027015686},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.3578324317932129},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3563103973865509},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.24758431315422058},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12512540817260742},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.11116662621498108},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07725876569747925}],"concepts":[{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.809221625328064},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7978196144104004},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.722632884979248},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6914857625961304},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.6765096783638},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6109298467636108},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5913446545600891},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5735321640968323},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.571940541267395},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5411893129348755},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.43443647027015686},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.3578324317932129},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3563103973865509},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.24758431315422058},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12512540817260742},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.11116662621498108},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07725876569747925},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/snams.2019.8931829","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snams.2019.8931829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Sixth International Conference on Social Networks Analysis, Management and Security (SNAMS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W50740790","https://openalex.org/W1524314678","https://openalex.org/W1917841893","https://openalex.org/W1972594216","https://openalex.org/W2062743812","https://openalex.org/W2081082600","https://openalex.org/W2085962141","https://openalex.org/W2110117460","https://openalex.org/W2127503167","https://openalex.org/W2147256592","https://openalex.org/W2773153336","https://openalex.org/W2795211968","https://openalex.org/W2795485080","https://openalex.org/W2888849701","https://openalex.org/W2904605268","https://openalex.org/W2914912562","https://openalex.org/W2950350902","https://openalex.org/W2964019651","https://openalex.org/W2964236337","https://openalex.org/W2982482578"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W4233347783","https://openalex.org/W2910064364","https://openalex.org/W4255224757","https://openalex.org/W2499527417"],"abstract_inverted_index":{"With":[0],"the":[1,43,52,73,86,94,97],"vast":[2],"amount":[3],"of":[4,21,45,54,88,96],"daily":[5],"generated":[6],"data":[7,55],"that":[8],"expands":[9],"every":[10],"day,":[11],"Online":[12],"Social":[13],"Network":[14],"(OSN)":[15],"is":[16],"considered":[17],"a":[18,61,80],"key":[19],"source":[20],"information":[22,46],"for":[23,78],"many":[24],"Big":[25],"Data":[26],"applications.":[27],"Despite":[28],"that,":[29],"companies":[30],"behind":[31],"OSNs":[32],"resort":[33],"to":[34,64,71],"putting":[35],"more":[36],"constraints":[37],"on":[38],"their":[39],"APIs":[40],"gateways,":[41],"decreasing":[42],"number":[44],"researchers":[47],"can":[48],"gather":[49],"while":[50],"increasing":[51],"time":[53,76],"mining":[56,79],"procedures.":[57],"This":[58],"paper":[59],"proposes":[60],"new":[62],"platform":[63,99],"run":[65],"sampling":[66,82],"strategies":[67],"with":[68],"maximum":[69],"scalability,":[70],"decrease":[72],"budget":[74],"and":[75],"required":[77],"representative":[81],"set.":[83],"By":[84],"comparing":[85],"accuracy":[87],"several":[89],"strategies,":[90],"our":[91],"experiments":[92],"demonstrate":[93],"relevance":[95],"proposed":[98],"in":[100],"supporting":[101],"OSN":[102],"mining.":[103]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}