{"id":"https://openalex.org/W916263144","doi":null,"title":"Big Data: the current wave front of the tsunami","display_name":"Big Data: the current wave front of the tsunami","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W916263144","mag":"916263144"},"language":"en","primary_location":{"id":"pmh:oai:doaj.org/article:3a39387b04ce4531aed4a14d75380d03","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/3a39387b04ce4531aed4a14d75380d03","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Applied Computer Science, Vol 10, Iss 4 (2014)","raw_type":"article"},"volume":null,"type":"article","indexed_in":["doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.baztech-c3aca997-5fba-41b1-b5ae-72d204cd6e3e/c/cardarolla.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024441646","display_name":"Enrico Giacinto Caldarola","orcid":"https://orcid.org/0000-0002-3813-1896","observed_orcids":["https://orcid.org/0000-0002-3813-1896"]},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enrico G. Caldarola","raw_affiliation_strings":["Institute of Industrial Technologies and Automation \u2013 National Research Council, Via Lembo, 38, Bari, Italy, [email\u00a0protected] Dipartimento di Ingegneria Elettrica e Tecnologie Dell'Informazione \u2013 Universit\u00e0 di Napoli \u201cFederico II\u201d, Via Claudio, 21, Napoli, Italy, [email\u00a0protected]"],"raw_orcid":"https://orcid.org/0000-0002-3813-1896","affiliations":[{"raw_affiliation_string":"Institute of Industrial Technologies and Automation \u2013 National Research Council, Via Lembo, 38, Bari, Italy, [email\u00a0protected] Dipartimento di Ingegneria Elettrica e Tecnologie Dell'Informazione \u2013 Universit\u00e0 di Napoli \u201cFederico II\u201d, Via Claudio, 21, Napoli, Italy, [email\u00a0protected]","institution_ids":["https://openalex.org/I4210155236","https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Marco Sacco","orcid":"https://orcid.org/0000-0002-5055-4031","observed_orcids":["https://orcid.org/0000-0002-5055-4031"]},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Sacco","raw_affiliation_strings":["Institute of Industrial Technologies and Automation \u2013 National Research Council, Via E. Bassini, 15, Milano, Italy, [email\u00a0protected],"],"raw_orcid":"https://orcid.org/0000-0002-5055-4031","affiliations":[{"raw_affiliation_string":"Institute of Industrial Technologies and Automation \u2013 National Research Council, Via E. Bassini, 15, Milano, Italy, [email\u00a0protected],","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015430493","display_name":"Walter Terkaj A","orcid":"https://orcid.org/0000-0001-8902-361X","observed_orcids":["https://orcid.org/0000-0001-8902-361X"]},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Walter Terkaj","raw_affiliation_strings":["Institute of Industrial Technologies and Automation \u2013 National Research Council, Via E. Bassini, 15, Milano, Italy, [email\u00a0protected]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Industrial Technologies and Automation \u2013 National Research Council, Via E. Bassini, 15, Milano, Italy, [email\u00a0protected]","institution_ids":["https://openalex.org/I4210155236"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.9955,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.95357379,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"10","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.0008999999845400453,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.9580000042915344},{"id":"https://openalex.org/keywords/data-management","display_name":"data management","score":0.843999981880188},{"id":"https://openalex.org/keywords/big-data-tools","display_name":"big data tools","score":0.6200000047683716},{"id":"https://openalex.org/keywords/big-data-applications","display_name":"big data applications","score":0.9240000247955322},{"id":"https://openalex.org/keywords/big-data-challenges","display_name":"big data challenges","score":0.8309999704360962},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"production engineering","score":0.9909999966621399}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8154168128967285},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.729614794254303},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7115207314491272},{"id":"https://openalex.org/C2777551076","wikidata":"https://www.wikidata.org/wiki/Q842332","display_name":"Front (military)","level":2,"score":0.6546698808670044},{"id":"https://openalex.org/C43540301","wikidata":"https://www.wikidata.org/wiki/Q689971","display_name":"Paradigm shift","level":2,"score":0.47374022006988525},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.449638307094574},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.4141135513782501},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15073475241661072},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1408412754535675},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.11818218231201172},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:doaj.org/article:3a39387b04ce4531aed4a14d75380d03","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/3a39387b04ce4531aed4a14d75380d03","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Applied Computer Science, Vol 10, Iss 4 (2014)","raw_type":"article"},{"id":"mag:916263144","doi":null,"is_oa":true,"landing_page_url":"http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.baztech-c3aca997-5fba-41b1-b5ae-72d204cd6e3e/c/cardarolla.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S2764569393","display_name":"Applied Computer Science","issn_l":"1895-3735","issn":["1895-3735","2353-6977"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","erih-plus","poland-70","russia-white-list-3"],"host_organization":"https://openalex.org/P4310317398","host_organization_name":"Polish Association for Knowledge Promotion","host_organization_lineage":["https://openalex.org/P4310317398"],"host_organization_lineage_names":["Polish Association for Knowledge Promotion"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Applied Computer Science","raw_type":null}],"best_oa_location":{"id":"mag:916263144","doi":null,"is_oa":true,"landing_page_url":"http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.baztech-c3aca997-5fba-41b1-b5ae-72d204cd6e3e/c/cardarolla.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S2764569393","display_name":"Applied Computer Science","issn_l":"1895-3735","issn":["1895-3735","2353-6977"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","erih-plus","poland-70","russia-white-list-3"],"host_organization":"https://openalex.org/P4310317398","host_organization_name":"Polish Association for Knowledge Promotion","host_organization_lineage":["https://openalex.org/P4310317398"],"host_organization_lineage_names":["Polish Association for Knowledge Promotion"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Applied Computer Science","raw_type":null},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W34436290","https://openalex.org/W40549020","https://openalex.org/W126588114","https://openalex.org/W581415097","https://openalex.org/W918885930","https://openalex.org/W1482556428","https://openalex.org/W1494137514","https://openalex.org/W1507983001","https://openalex.org/W1548849615","https://openalex.org/W1578091896","https://openalex.org/W1967841763","https://openalex.org/W1968766217","https://openalex.org/W1981988275","https://openalex.org/W1983553748","https://openalex.org/W2017810225","https://openalex.org/W2029544555","https://openalex.org/W2047191581","https://openalex.org/W2069433961","https://openalex.org/W2076257979","https://openalex.org/W2080731889","https://openalex.org/W2104772980","https://openalex.org/W2115198963","https://openalex.org/W2119939946","https://openalex.org/W2131715540","https://openalex.org/W2169239645","https://openalex.org/W2173213060","https://openalex.org/W2468953648","https://openalex.org/W2500920028","https://openalex.org/W2798862961","https://openalex.org/W2954971236"],"related_works":["https://openalex.org/W2332776507","https://openalex.org/W7171260348","https://openalex.org/W2404353601","https://openalex.org/W2901906879","https://openalex.org/W3150597516","https://openalex.org/W2898796790","https://openalex.org/W3168279752","https://openalex.org/W2529105803","https://openalex.org/W3142522590","https://openalex.org/W4249231525"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"a":[3,20,31,48,54,83],"real":[4,55],"tsunami":[5],"has":[6],"flooded":[7],"many":[8],"human":[9],"activities.":[10],"Genomics,":[11],"Astronomy,":[12],"Particle":[13],"Physics":[14],"and":[15,95],"Social":[16],"Sciences":[17],"are":[18],"just":[19],"few":[21],"examples":[22],"of":[23,34,45,78,86,101],"fields":[24],"which":[25],"have":[26],"been":[27],"intensively":[28],"invaded":[29],"by":[30],"massive":[32],"amount":[33],"data":[35,46,69],"coming":[36],"from":[37,82],"simulation,":[38],"experiments":[39],"or":[40,66],"exploration.":[41],"This":[42,71],"huge":[43],"pile":[44],"requires":[47],"new":[49,88],"way":[50],"to":[51,59,90],"deal":[52],"with,":[53],"paradigmatic":[56],"shift":[57],"respect":[58],"the":[60,74],"past":[61],"as":[62],"for":[63],"theories,":[64],"technologies":[65],"approaches":[67],"in":[68,105],"management.":[70],"work":[72],"outlines":[73],"current":[75],"wave":[76],"front":[77],"Big":[79,102],"Data,":[80],"starting":[81],"possible":[84],"characterization":[85],"this":[87],"paradigm":[89],"its":[91],"most":[92],"compelling":[93],"applications":[94],"tools,":[96],"with":[97],"an":[98],"exploratory":[99],"research":[100],"Data":[103],"challenges":[104],"manufacturing":[106],"engineering.":[107]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":3}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2016-06-24T00:00:00"}