{"id":"https://openalex.org/W3104091883","doi":"https://doi.org/10.1155/2020/8857564","title":"A Prediction Approach for Video Hits in Mobile Edge Computing Environment","display_name":"A Prediction Approach for Video Hits in Mobile Edge Computing Environment","publication_year":2020,"publication_date":"2020-11-17","ids":{"openalex":"https://openalex.org/W3104091883","doi":"https://doi.org/10.1155/2020/8857564","mag":"3104091883"},"language":"en","primary_location":{"id":"doi:10.1155/2020/8857564","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2020/8857564","pdf_url":"https://downloads.hindawi.com/journals/scn/2020/8857564.pdf","source":{"id":"https://openalex.org/S120683614","display_name":"Security and Communication Networks","issn_l":"1939-0114","issn":["1939-0114","1939-0122"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Security and Communication Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/scn/2020/8857564.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002399867","display_name":"Xiulei Liu","orcid":"https://orcid.org/0000-0002-9303-3682"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiulei Liu","raw_affiliation_strings":["Beijing Advanced Innovation Center for Materials Genome Engineering, Beijing Information Science and Technology University, Beijing 100101, China","Laboratory of Data Science and Information Studies, Beijing Information Science and Technology University, Beijing 100101, China"],"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Materials Genome Engineering, Beijing Information Science and Technology University, Beijing 100101, China","institution_ids":["https://openalex.org/I78675632"]},{"raw_affiliation_string":"Laboratory of Data Science and Information Studies, Beijing Information Science and Technology University, Beijing 100101, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043540365","display_name":"Shoulu Hou","orcid":"https://orcid.org/0000-0002-6627-0535"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shoulu Hou","raw_affiliation_strings":["Beijing Advanced Innovation Center for Materials Genome Engineering, Beijing Information Science and Technology University, Beijing 100101, China","Laboratory of Data Science and Information Studies, Beijing Information Science and Technology University, Beijing 100101, China"],"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Materials Genome Engineering, Beijing Information Science and Technology University, Beijing 100101, China","institution_ids":["https://openalex.org/I78675632"]},{"raw_affiliation_string":"Laboratory of Data Science and Information Studies, Beijing Information Science and Technology University, Beijing 100101, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085242859","display_name":"Qiang Tong","orcid":"https://orcid.org/0000-0003-0508-0727"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Tong","raw_affiliation_strings":["Beijing Advanced Innovation Center for Materials Genome Engineering, Beijing Information Science and Technology University, Beijing 100101, China","Laboratory of Data Science and Information Studies, Beijing Information Science and Technology University, Beijing 100101, China"],"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Materials Genome Engineering, Beijing Information Science and Technology University, Beijing 100101, China","institution_ids":["https://openalex.org/I78675632"]},{"raw_affiliation_string":"Laboratory of Data Science and Information Studies, Beijing Information Science and Technology University, Beijing 100101, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101828077","display_name":"Xuhong Liu","orcid":"https://orcid.org/0000-0002-0915-2508"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuhong Liu","raw_affiliation_strings":["Beijing Advanced Innovation Center for Materials Genome Engineering, Beijing Information Science and Technology University, Beijing 100101, China","Laboratory of Data Science and Information Studies, Beijing Information Science and Technology University, Beijing 100101, China"],"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Materials Genome Engineering, Beijing Information Science and Technology University, Beijing 100101, China","institution_ids":["https://openalex.org/I78675632"]},{"raw_affiliation_string":"Laboratory of Data Science and Information Studies, Beijing Information Science and Technology University, Beijing 100101, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101418570","display_name":"Zhihui Qin","orcid":"https://orcid.org/0000-0003-3315-4607"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihui Qin","raw_affiliation_strings":["Beijing Advanced Innovation Center for Materials Genome Engineering, Beijing Information Science and Technology University, Beijing 100101, China","Laboratory of Data Science and Information Studies, Beijing Information Science and Technology University, Beijing 100101, China"],"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Materials Genome Engineering, Beijing Information Science and Technology University, Beijing 100101, China","institution_ids":["https://openalex.org/I78675632"]},{"raw_affiliation_string":"Laboratory of Data Science and Information Studies, Beijing Information Science and Technology University, Beijing 100101, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083705297","display_name":"Junyang Yu","orcid":"https://orcid.org/0000-0003-0151-580X"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junyang Yu","raw_affiliation_strings":["Software School, Henan University, Kaifeng 475001, China"],"affiliations":[{"raw_affiliation_string":"Software School, Henan University, Kaifeng 475001, China","institution_ids":["https://openalex.org/I173899330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5083705297"],"corresponding_institution_ids":["https://openalex.org/I173899330"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":0.0981,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.42305519,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2020","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9972000122070312,"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"}},"topics":[{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9972000122070312,"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"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9829000234603882,"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/computer-science","display_name":"Computer science","score":0.8896584510803223},{"id":"https://openalex.org/keywords/autoregressive-integrated-moving-average","display_name":"Autoregressive integrated moving average","score":0.6882695555686951},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.526794970035553},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47515106201171875},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3493289649486542},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3455539345741272},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3335057497024536},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3306434154510498},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26106297969818115},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.19975826144218445}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8896584510803223},{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.6882695555686951},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.526794970035553},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47515106201171875},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3493289649486542},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3455539345741272},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3335057497024536},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3306434154510498},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26106297969818115},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.19975826144218445}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2020/8857564","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2020/8857564","pdf_url":"https://downloads.hindawi.com/journals/scn/2020/8857564.pdf","source":{"id":"https://openalex.org/S120683614","display_name":"Security and Communication Networks","issn_l":"1939-0114","issn":["1939-0114","1939-0122"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Security and Communication Networks","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:baad31a5271b49cb9b387a17575aa3d7","is_oa":true,"landing_page_url":"https://doaj.org/article/baad31a5271b49cb9b387a17575aa3d7","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Security and Communication Networks, Vol 2020 (2020)","raw_type":"article"},{"id":"pmh:oai:hindawi.com:10.1155/2020/8857564","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/8857564","pdf_url":null,"source":{"id":"https://openalex.org/S4306400340","display_name":"Hindawi Journal of Chemistry (Hindawi)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210126990","host_organization_name":"Hindawi (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210126990"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Research Article"}],"best_oa_location":{"id":"doi:10.1155/2020/8857564","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2020/8857564","pdf_url":"https://downloads.hindawi.com/journals/scn/2020/8857564.pdf","source":{"id":"https://openalex.org/S120683614","display_name":"Security and Communication Networks","issn_l":"1939-0114","issn":["1939-0114","1939-0122"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Security and Communication Networks","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G7076291943","display_name":null,"funder_award_id":"2018YFC0830202","funder_id":"https://openalex.org/F4320326666","funder_display_name":"Beijing Information Science and Technology University"},{"id":"https://openalex.org/G8006695261","display_name":null,"funder_award_id":"2020KYNH105","funder_id":"https://openalex.org/F4320326666","funder_display_name":"Beijing Information Science and Technology University"},{"id":"https://openalex.org/G8995649439","display_name":null,"funder_award_id":"2020","funder_id":"https://openalex.org/F4320326666","funder_display_name":"Beijing Information Science and Technology University"}],"funders":[{"id":"https://openalex.org/F4320326666","display_name":"Beijing Information Science and Technology University","ror":"https://ror.org/04xnqep60"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3104091883.pdf","grobid_xml":"https://content.openalex.org/works/W3104091883.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1982978808","https://openalex.org/W2048095090","https://openalex.org/W2096220984","https://openalex.org/W2119738171","https://openalex.org/W2138087017","https://openalex.org/W2272095699","https://openalex.org/W2801438870","https://openalex.org/W2897662902","https://openalex.org/W2911126749","https://openalex.org/W2952027602","https://openalex.org/W3001151456","https://openalex.org/W3008763618","https://openalex.org/W3010461256","https://openalex.org/W3010948243","https://openalex.org/W3013158795","https://openalex.org/W3013573132","https://openalex.org/W3014610035","https://openalex.org/W3023871671","https://openalex.org/W3036707454","https://openalex.org/W3045931268","https://openalex.org/W3058237431","https://openalex.org/W4249823756","https://openalex.org/W6677660805","https://openalex.org/W6694485564"],"related_works":["https://openalex.org/W3135881084","https://openalex.org/W2380590035","https://openalex.org/W2351712633","https://openalex.org/W4388984322","https://openalex.org/W4285509495","https://openalex.org/W1509694164","https://openalex.org/W3216381689","https://openalex.org/W4224133501","https://openalex.org/W3041008604","https://openalex.org/W2971401309"],"abstract_inverted_index":{"Smart":[0],"device":[1],"users":[2],"spend":[3],"most":[4],"of":[5,22,38,62,104],"the":[6,10,27,36,42,60,82,85,95,101,109,118],"fragmentation":[7],"time":[8],"in":[9,30],"entertainment":[11],"applications":[12],"such":[13],"as":[14,100],"videos":[15,97],"and":[16,20,35,65,80,90,115,126],"films.":[17],"The":[18],"migration":[19],"reconstruction":[21],"video":[23,39,46,56,76,86,105],"copies":[24],"can":[25],"improve":[26],"storage":[28],"efficiency":[29],"distributed":[31],"mobile":[32],"edge":[33],"computing,":[34],"prediction":[37,53,124],"hits":[40,57],"is":[41,71],"premise":[43],"for":[44,55],"migrating":[45],"copies.":[47],"This":[48,70],"paper":[49],"proposes":[50],"a":[51,75,122,127],"new":[52],"approach":[54,120],"based":[58],"on":[59],"combination":[61],"correlation":[63,83],"analysis":[64],"wavelet":[66],"neural":[67],"network":[68],"(WNN).":[69],"achieved":[72],"by":[73],"establishing":[74],"index":[77],"quantification":[78],"system":[79],"analyzing":[81],"between":[84],"to":[87],"be":[88],"predicted":[89],"already":[91],"online":[92],"videos.":[93],"Then,":[94],"similar":[96],"are":[98],"selected":[99],"influencing":[102],"factors":[103],"hits.":[106],"Compared":[107],"with":[108],"autoregressive":[110],"integrated":[111],"moving":[112],"average":[113],"(ARIMA)":[114],"gray":[116],"prediction,":[117],"proposed":[119],"has":[121],"higher":[123],"accuracy":[125],"broader":[128],"application":[129],"scope.":[130]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
