{"id":"https://openalex.org/W3033638944","doi":"https://doi.org/10.1145/3386164.3390518","title":"Trend Analyses for Blockchain Technology Innovations Using Data Analytics","display_name":"Trend Analyses for Blockchain Technology Innovations Using Data Analytics","publication_year":2019,"publication_date":"2019-09-25","ids":{"openalex":"https://openalex.org/W3033638944","doi":"https://doi.org/10.1145/3386164.3390518","mag":"3033638944"},"language":"en","primary_location":{"id":"doi:10.1145/3386164.3390518","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3386164.3390518","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 3rd International Symposium on Computer Science and Intelligent Control","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/A5003051727","display_name":"Raymund Herradura","orcid":null},"institutions":[{"id":"https://openalex.org/I125931852","display_name":"Manukau Institute of Technology","ror":"https://ror.org/002r67t24","country_code":"NZ","type":"education","lineage":["https://openalex.org/I125931852","https://openalex.org/I4387152882"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"R. M. Herradura","raw_affiliation_strings":["Digital Technologies, Manukau Institute of Technology, Auckland, New Zealand"],"affiliations":[{"raw_affiliation_string":"Digital Technologies, Manukau Institute of Technology, Auckland, New Zealand","institution_ids":["https://openalex.org/I125931852"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057725721","display_name":"Fadi Thabtah","orcid":null},"institutions":[{"id":"https://openalex.org/I125931852","display_name":"Manukau Institute of Technology","ror":"https://ror.org/002r67t24","country_code":"NZ","type":"education","lineage":["https://openalex.org/I125931852","https://openalex.org/I4387152882"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"F. Thabtah","raw_affiliation_strings":["Digital Technologies, Manukau Institute of Technology, Auckland, New Zealand"],"affiliations":[{"raw_affiliation_string":"Digital Technologies, Manukau Institute of Technology, Auckland, New Zealand","institution_ids":["https://openalex.org/I125931852"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085141238","display_name":"M. C. Andrews","orcid":"https://orcid.org/0000-0002-3547-8130"},"institutions":[{"id":"https://openalex.org/I125931852","display_name":"Manukau Institute of Technology","ror":"https://ror.org/002r67t24","country_code":"NZ","type":"education","lineage":["https://openalex.org/I125931852","https://openalex.org/I4387152882"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"M. Andrews","raw_affiliation_strings":["Digital Technologies, Manukau Institute of Technology, Auckland, New Zealand"],"affiliations":[{"raw_affiliation_string":"Digital Technologies, Manukau Institute of Technology, Auckland, New Zealand","institution_ids":["https://openalex.org/I125931852"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003051727"],"corresponding_institution_ids":["https://openalex.org/I125931852"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.35336982,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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":0.994700014591217,"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":0.994700014591217,"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":0.9818999767303467,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9692999720573425,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.8984159231185913},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6913015842437744},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6247839331626892},{"id":"https://openalex.org/keywords/cryptocurrency","display_name":"Cryptocurrency","score":0.6101785898208618},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5733105540275574},{"id":"https://openalex.org/keywords/investment","display_name":"Investment (military)","score":0.5428933501243591},{"id":"https://openalex.org/keywords/business-analytics","display_name":"Business analytics","score":0.5103044509887695},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4852195084095001},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.464194655418396},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.4122685492038727},{"id":"https://openalex.org/keywords/business-model","display_name":"Business model","score":0.29954421520233154},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.29382795095443726},{"id":"https://openalex.org/keywords/business-analysis","display_name":"Business analysis","score":0.23529592156410217},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.23098990321159363},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2254645824432373},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.1979832947254181},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1592870056629181},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.13548508286476135}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.8984159231185913},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6913015842437744},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6247839331626892},{"id":"https://openalex.org/C180706569","wikidata":"https://www.wikidata.org/wiki/Q13479982","display_name":"Cryptocurrency","level":2,"score":0.6101785898208618},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5733105540275574},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.5428933501243591},{"id":"https://openalex.org/C37952496","wikidata":"https://www.wikidata.org/wiki/Q5001829","display_name":"Business analytics","level":4,"score":0.5103044509887695},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4852195084095001},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.464194655418396},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.4122685492038727},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.29954421520233154},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.29382795095443726},{"id":"https://openalex.org/C189076506","wikidata":"https://www.wikidata.org/wiki/Q1518232","display_name":"Business analysis","level":3,"score":0.23529592156410217},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.23098990321159363},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2254645824432373},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.1979832947254181},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1592870056629181},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13548508286476135},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","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:10.1145/3386164.3390518","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3386164.3390518","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 3rd International Symposium on Computer Science and Intelligent Control","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":11,"referenced_works":["https://openalex.org/W1587026990","https://openalex.org/W1990513740","https://openalex.org/W2531564265","https://openalex.org/W2597031779","https://openalex.org/W2607989873","https://openalex.org/W2765911254","https://openalex.org/W2775814365","https://openalex.org/W2784987599","https://openalex.org/W2981331604","https://openalex.org/W4211068006","https://openalex.org/W4254687493"],"related_works":["https://openalex.org/W4303984095","https://openalex.org/W4297125457","https://openalex.org/W2556754356","https://openalex.org/W1443873342","https://openalex.org/W3138315071","https://openalex.org/W4367856707","https://openalex.org/W3068949829","https://openalex.org/W2048156096","https://openalex.org/W2107023905","https://openalex.org/W3130756120"],"abstract_inverted_index":{"Data":[0],"Visualisations":[1],"have":[2,153],"been":[3],"identified":[4],"to":[5,41,64,111,122,133,152],"play":[6],"a":[7,18,129,154],"critical":[8],"role":[9,75],"in":[10,45,79,160],"business":[11,157,164],"decision":[12,21,149],"making,":[13],"wherein":[14],"it":[15],"acts":[16],"as":[17],"bridge":[19],"between":[20],"makers":[22],"and":[23,52,67,101,108,118],"the":[24,37,46,57,74,80,87,124,135,141,148],"vast":[25],"amount":[26],"of":[27,59,76,83,89,96],"unstructured":[28],"data.":[29],"Blockchain":[30,90],"applications":[31],"are":[32,99],"being":[33],"carefully":[34],"assimilated":[35],"into":[36],"technological":[38,66],"space":[39],"due":[40],"Bitcoin's":[42],"rapid":[43],"rise":[44],"financial":[47,68],"market.":[48],"Consequently,":[49],"researchers,":[50],"technologists":[51],"cryptocurrency":[53],"investors":[54],"can":[55],"understand":[56],"posture":[58],"this":[60,145],"technology":[61,91],"that":[62],"leads":[63],"articulate":[65],"investment":[69,166],"strategies.":[70],"This":[71],"paper":[72],"investigates":[73],"data":[77,131],"analyses":[78,132],"prominent":[81],"implementation":[82],"Blockchain.":[84],"We":[85],"characterise":[86],"adoption":[88],"by":[92,103],"analysing":[93],"two":[94],"types":[95],"datasets":[97],"which":[98,159],"text":[100],"multivariate":[102],"fitting":[104],"multiple":[105],"time":[106,128],"series":[107],"geographical":[109],"location":[110],"reveal":[112],"unrealised":[113],"opportunities":[114],"for":[115],"potential":[116],"income":[117],"innovation.":[119],"In":[120],"addition,":[121],"obtain":[123],"useful":[125],"trends":[126],"over":[127],"temporal":[130],"fit":[134],"Twitter":[136],"dataset,":[137],"was":[138],"conducted.":[139],"With":[140],"automated":[142],"knowledge":[143],"discovered":[144],"will":[146,162],"supplement":[147],"makers'":[150],"demand":[151],"valuable":[155],"data-driven":[156],"strategy,":[158],"return":[161],"deliver":[163],"or":[165],"opportunities.":[167]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}