{"id":"https://openalex.org/W3000311673","doi":"https://doi.org/10.1109/icmlc48188.2019.8949188","title":"Predicting Global Computing Power of Blockchain Using Cryptocurrency Prices","display_name":"Predicting Global Computing Power of Blockchain Using Cryptocurrency Prices","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W3000311673","doi":"https://doi.org/10.1109/icmlc48188.2019.8949188","mag":"3000311673"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc48188.2019.8949188","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc48188.2019.8949188","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Machine Learning and Cybernetics (ICMLC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5072644706","display_name":"Guangcheng Li","orcid":"https://orcid.org/0000-0003-0186-7653"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Guangcheng Li","raw_affiliation_strings":["Faculty of Information Technology, Macau University of Science and Technology,Macao,China","Faculty of Information Technology, Macau University of Science and Technology, Macao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Macau University of Science and Technology,Macao,China","institution_ids":["https://openalex.org/I111950717"]},{"raw_affiliation_string":"Faculty of Information Technology, Macau University of Science and Technology, Macao, China","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038174569","display_name":"Qinglin Zhao","orcid":"https://orcid.org/0000-0003-4873-5631"},"institutions":[{"id":"https://openalex.org/I4210099586","display_name":"Shenzhen Research Institute of Big Data","ror":"https://ror.org/00z1gwf89","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099586"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinglin Zhao","raw_affiliation_strings":["Lingnan Big Data Institute,Zhuhai,Guangdong,China","Lingnan Big Data Institute, Zhuhai, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lingnan Big Data Institute,Zhuhai,Guangdong,China","institution_ids":["https://openalex.org/I4210099586"]},{"raw_affiliation_string":"Lingnan Big Data Institute, Zhuhai, Guangdong, China","institution_ids":["https://openalex.org/I4210099586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081393285","display_name":"Mengfei Song","orcid":"https://orcid.org/0009-0000-0857-6782"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Mengfei Song","raw_affiliation_strings":["Faculty of Information Technology, Macau University of Science and Technology,Macao,China","Faculty of Information Technology, Macau University of Science and Technology, Macao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Macau University of Science and Technology,Macao,China","institution_ids":["https://openalex.org/I111950717"]},{"raw_affiliation_string":"Faculty of Information Technology, Macau University of Science and Technology, Macao, China","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040557799","display_name":"Daidong Du","orcid":null},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Daidong Du","raw_affiliation_strings":["Faculty of Information Technology, Macau University of Science and Technology,Macao,China","Faculty of Information Technology, Macau University of Science and Technology, Macao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Macau University of Science and Technology,Macao,China","institution_ids":["https://openalex.org/I111950717"]},{"raw_affiliation_string":"Faculty of Information Technology, Macau University of Science and Technology, Macao, China","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102576417","display_name":"Jianwen Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Jianwen Yuan","raw_affiliation_strings":["Faculty of Information Technology, Macau University of Science and Technology,Macao,China","Faculty of Information Technology, Macau University of Science and Technology, Macao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Macau University of Science and Technology,Macao,China","institution_ids":["https://openalex.org/I111950717"]},{"raw_affiliation_string":"Faculty of Information Technology, Macau University of Science and Technology, Macao, China","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090972812","display_name":"Xuanhui Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Xuanhui Chen","raw_affiliation_strings":["Faculty of Information Technology, Macau University of Science and Technology,Macao,China","Faculty of Information Technology, Macau University of Science and Technology, Macao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Macau University of Science and Technology,Macao,China","institution_ids":["https://openalex.org/I111950717"]},{"raw_affiliation_string":"Faculty of Information Technology, Macau University of Science and Technology, Macao, China","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102923799","display_name":"Liang Hong","orcid":"https://orcid.org/0000-0001-7355-2365"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Hong Liang","raw_affiliation_strings":["Faculty of Information Technology, Macau University of Science and Technology,Macao,China","Faculty of Information Technology, Macau University of Science and Technology, Macao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Macau University of Science and Technology,Macao,China","institution_ids":["https://openalex.org/I111950717"]},{"raw_affiliation_string":"Faculty of Information Technology, Macau University of Science and Technology, Macao, China","institution_ids":["https://openalex.org/I111950717"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.195,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.8945345,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9998000264167786,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9940999746322632,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9642000198364258,"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/blockchain","display_name":"Blockchain","score":0.9207546710968018},{"id":"https://openalex.org/keywords/cryptocurrency","display_name":"Cryptocurrency","score":0.8953759670257568},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7479729652404785},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.6443337202072144},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.5557893514633179},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.472545862197876},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4424518048763275},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3285647928714752},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3211723864078522},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.21762719750404358},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10070106387138367}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.9207546710968018},{"id":"https://openalex.org/C180706569","wikidata":"https://www.wikidata.org/wiki/Q13479982","display_name":"Cryptocurrency","level":2,"score":0.8953759670257568},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7479729652404785},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.6443337202072144},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.5557893514633179},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.472545862197876},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4424518048763275},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3285647928714752},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3211723864078522},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.21762719750404358},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10070106387138367},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc48188.2019.8949188","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc48188.2019.8949188","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Machine Learning and Cybernetics (ICMLC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2092068344","https://openalex.org/W2136848157","https://openalex.org/W2402268235","https://openalex.org/W2424778531","https://openalex.org/W2754365028","https://openalex.org/W2775379762","https://openalex.org/W2816065698","https://openalex.org/W2890364458","https://openalex.org/W2920873208","https://openalex.org/W2964121744","https://openalex.org/W3151748982","https://openalex.org/W4248175462","https://openalex.org/W6713098461","https://openalex.org/W6746503232","https://openalex.org/W6793285265"],"related_works":["https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3209862047","https://openalex.org/W4386732777","https://openalex.org/W4304136894","https://openalex.org/W2989851257","https://openalex.org/W4303984095"],"abstract_inverted_index":{"Blockchain":[0],"is":[1,23,112],"a":[2,17,45,77],"disruptive":[3],"technology":[4],"that":[5,106,108],"enables":[6],"disparate":[7],"users":[8],"to":[9,25,57,81,91],"share":[10],"their":[11],"information":[12],"in":[13,89],"blocks":[14],"trustworthily":[15],"without":[16],"centralized":[18],"entity.":[19],"One":[20],"fundamental":[21],"problem":[22],"how":[24],"stable":[26,53],"the":[27,39,49,54,58,65,68,83,92,96],"block":[28],"interval.":[29],"To":[30],"address":[31],"this":[32],"problem,":[33],"our":[34,73,109],"method":[35],"is:":[36],"1.":[37],"predict":[38],"computing":[40,70,86],"power":[41,87],"(i.e.,":[42],"hashrate)":[43],"of":[44,67,85],"blockchain":[46],"system":[47,98],"by":[48],"cryptocurrency":[50],"price;":[51],"2.":[52],"interval":[55],"according":[56],"predicted":[59],"power.":[60,71],"This":[61],"paper":[62],"focuses":[63],"on":[64],"prediction":[66,110],"global":[69],"In":[72],"prediction,":[74],"we":[75,102],"adopt":[76],"LSTM-based":[78],"regression":[79],"algorithm":[80,111],"handle":[82],"hysteresis":[84],"changes":[88],"response":[90],"price":[93],"changes.":[94],"Taking":[95],"Bitcoin":[97],"as":[99],"an":[100],"example,":[101],"run":[103],"extensive":[104],"experiments":[105],"verify":[107],"very":[113],"accurate.":[114]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}