{"id":"https://openalex.org/W2243193731","doi":"https://doi.org/10.1109/iisa.2015.7388046","title":"A maritime data analytics platform for policy recommendation","display_name":"A maritime data analytics platform for policy recommendation","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W2243193731","doi":"https://doi.org/10.1109/iisa.2015.7388046","mag":"2243193731"},"language":"en","primary_location":{"id":"doi:10.1109/iisa.2015.7388046","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2015.7388046","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 6th International Conference on Information, Intelligence, Systems and Applications (IISA)","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/A5003843802","display_name":"S. Gyftakis","orcid":null},"institutions":[{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]},{"id":"https://openalex.org/I4387152169","display_name":"Institute of Informatics & Telecommunications","ror":"https://ror.org/0396t6k89","country_code":null,"type":"facility","lineage":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"S. Gyftakis","raw_affiliation_strings":["NCSR \u201cDemokritos\u201d, Institute of Informatics and Telecommunications, Aghia Paraskevi, Greece","NCSR \"Demokritos\", Institute of Informatics and Telecommunications, Aghia Paraskevi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NCSR \u201cDemokritos\u201d, Institute of Informatics and Telecommunications, Aghia Paraskevi, Greece","institution_ids":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]},{"raw_affiliation_string":"NCSR \"Demokritos\", Institute of Informatics and Telecommunications, Aghia Paraskevi, Greece","institution_ids":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112023630","display_name":"Th. Giannakopoulos","orcid":null},"institutions":[{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]},{"id":"https://openalex.org/I4387152169","display_name":"Institute of Informatics & Telecommunications","ror":"https://ror.org/0396t6k89","country_code":null,"type":"facility","lineage":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Th. Giannakopoulos","raw_affiliation_strings":["NCSR \u201cDemokritos\u201d, Institute of Informatics and Telecommunications, Aghia Paraskevi, Greece","NCSR \"Demokritos\", Institute of Informatics and Telecommunications, Aghia Paraskevi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NCSR \u201cDemokritos\u201d, Institute of Informatics and Telecommunications, Aghia Paraskevi, Greece","institution_ids":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]},{"raw_affiliation_string":"NCSR \"Demokritos\", Institute of Informatics and Telecommunications, Aghia Paraskevi, Greece","institution_ids":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009411848","display_name":"Angelos Makrygiorgos","orcid":null},"institutions":[{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]},{"id":"https://openalex.org/I4387152169","display_name":"Institute of Informatics & Telecommunications","ror":"https://ror.org/0396t6k89","country_code":null,"type":"facility","lineage":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"A. Makrygiorgos","raw_affiliation_strings":["NCSR \u201cDemokritos\u201d, Institute of Informatics and Telecommunications, Aghia Paraskevi, Greece","NCSR \"Demokritos\", Institute of Informatics and Telecommunications, Aghia Paraskevi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NCSR \u201cDemokritos\u201d, Institute of Informatics and Telecommunications, Aghia Paraskevi, Greece","institution_ids":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]},{"raw_affiliation_string":"NCSR \"Demokritos\", Institute of Informatics and Telecommunications, Aghia Paraskevi, Greece","institution_ids":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042326653","display_name":"Eleni Charou","orcid":"https://orcid.org/0000-0003-0452-1754"},"institutions":[{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]},{"id":"https://openalex.org/I4387152169","display_name":"Institute of Informatics & Telecommunications","ror":"https://ror.org/0396t6k89","country_code":null,"type":"facility","lineage":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"E. Charou","raw_affiliation_strings":["NCSR \u201cDemokritos\u201d, Institute of Informatics and Telecommunications, Aghia Paraskevi, Greece","NCSR \"Demokritos\", Institute of Informatics and Telecommunications, Aghia Paraskevi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NCSR \u201cDemokritos\u201d, Institute of Informatics and Telecommunications, Aghia Paraskevi, Greece","institution_ids":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]},{"raw_affiliation_string":"NCSR \"Demokritos\", Institute of Informatics and Telecommunications, Aghia Paraskevi, Greece","institution_ids":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109045430","display_name":"Stavros Perantonis","orcid":null},"institutions":[{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]},{"id":"https://openalex.org/I4387152169","display_name":"Institute of Informatics & Telecommunications","ror":"https://ror.org/0396t6k89","country_code":null,"type":"facility","lineage":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"S. Perantonis","raw_affiliation_strings":["NCSR \u201cDemokritos\u201d, Institute of Informatics and Telecommunications, Aghia Paraskevi, Greece","NCSR \"Demokritos\", Institute of Informatics and Telecommunications, Aghia Paraskevi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NCSR \u201cDemokritos\u201d, Institute of Informatics and Telecommunications, Aghia Paraskevi, Greece","institution_ids":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]},{"raw_affiliation_string":"NCSR \"Demokritos\", Institute of Informatics and Telecommunications, Aghia Paraskevi, Greece","institution_ids":["https://openalex.org/I203474044","https://openalex.org/I4387152169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040261639","display_name":"Ioanna Koromila","orcid":"https://orcid.org/0000-0002-0845-3739"},"institutions":[{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"I. Koromila","raw_affiliation_strings":["NCSR \u201cDemokritos\u201d, Institute of Nuclear Technology and Radiation Protection, Aghia Paraskevi, Greece","NCSR \"Demokritos\", Institute of Nuclear Technology and Radiation Protection, Aghia Paraskevi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NCSR \u201cDemokritos\u201d, Institute of Nuclear Technology and Radiation Protection, Aghia Paraskevi, Greece","institution_ids":["https://openalex.org/I203474044"]},{"raw_affiliation_string":"NCSR \"Demokritos\", Institute of Nuclear Technology and Radiation Protection, Aghia Paraskevi, Greece","institution_ids":["https://openalex.org/I203474044"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038181358","display_name":"Zoe Nivolianitou","orcid":"https://orcid.org/0000-0001-7794-9618"},"institutions":[{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Z. Nivolianitou","raw_affiliation_strings":["NCSR \u201cDemokritos\u201d, Institute of Nuclear Technology and Radiation Protection, Aghia Paraskevi, Greece","NCSR \"Demokritos\", Institute of Nuclear Technology and Radiation Protection, Aghia Paraskevi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NCSR \u201cDemokritos\u201d, Institute of Nuclear Technology and Radiation Protection, Aghia Paraskevi, Greece","institution_ids":["https://openalex.org/I203474044"]},{"raw_affiliation_string":"NCSR \"Demokritos\", Institute of Nuclear Technology and Radiation Protection, Aghia Paraskevi, Greece","institution_ids":["https://openalex.org/I203474044"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11622","display_name":"Maritime Navigation and Safety","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11622","display_name":"Maritime Navigation and Safety","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10230","display_name":"Marine and fisheries research","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11223","display_name":"Maritime Ports and Logistics","score":0.9829000234603882,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6100608110427856},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6058095097541809},{"id":"https://openalex.org/keywords/bathymetry","display_name":"Bathymetry","score":0.5968579649925232},{"id":"https://openalex.org/keywords/hydrography","display_name":"Hydrography","score":0.543832004070282},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5394402742385864},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3942631483078003},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3316437900066376},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.28980469703674316},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.14471107721328735}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6100608110427856},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6058095097541809},{"id":"https://openalex.org/C174943157","wikidata":"https://www.wikidata.org/wiki/Q810826","display_name":"Bathymetry","level":2,"score":0.5968579649925232},{"id":"https://openalex.org/C76256466","wikidata":"https://www.wikidata.org/wiki/Q182468","display_name":"Hydrography","level":2,"score":0.543832004070282},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5394402742385864},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3942631483078003},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3316437900066376},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.28980469703674316},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.14471107721328735},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iisa.2015.7388046","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2015.7388046","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 6th International Conference on Information, Intelligence, Systems and Applications (IISA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320331","display_name":"Met Office","ror":"https://ror.org/01ch2yn61"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1968941871","https://openalex.org/W1969068490","https://openalex.org/W2002784922","https://openalex.org/W2016360491","https://openalex.org/W2029042239","https://openalex.org/W2039081049","https://openalex.org/W2054997882","https://openalex.org/W2240439741","https://openalex.org/W2248375936","https://openalex.org/W6691531183"],"related_works":["https://openalex.org/W4391311960","https://openalex.org/W2793357704","https://openalex.org/W4386617716","https://openalex.org/W2184765375","https://openalex.org/W3152163876","https://openalex.org/W773765100","https://openalex.org/W4313058144","https://openalex.org/W2622615123","https://openalex.org/W2738763808","https://openalex.org/W2351842833"],"abstract_inverted_index":{"The":[0,67,104],"Aegean":[1],"Sea":[2,28],"is":[3,47],"characterized":[4],"by":[5,35],"an":[6],"extremely":[7],"high":[8],"marine":[9,126,140],"safety":[10],"risk,":[11],"mainly":[12],"due":[13],"to":[14,25,50],"the":[15,19,26,36,41,112,146],"significant":[16],"increase":[17],"of":[18,21,43,79,117],"traffic":[20],"tankers":[22],"from":[23],"and":[24,53,128,153,156],"Black":[27],"that":[29],"pass":[30],"through":[31],"narrow":[32],"straits":[33],"formed":[34],"1600":[37],"Greek":[38],"islands.":[39],"Reducing":[40],"risk":[42],"a":[44,59,115],"ship":[45],"accident":[46,129],"therefore":[48],"vital":[49],"all":[51],"socio-economic":[52],"environmental":[54],"sectors.":[55],"This":[56],"paper":[57],"presents":[58],"maritime":[60,163],"data":[61,90,118],"analytics":[62],"platform":[63],"for":[64,131],"policy":[65,164],"recommendation.":[66],"online":[68],"tool":[69],"focuses":[70],"on":[71],"extracting":[72],"aggregated":[73,122],"vessel":[74,82,84],"risks":[75,127],"using":[76],"spatiotemporal":[77,109],"analysis":[78],"multilayer":[80],"information:":[81],"trajectories,":[83],"data,":[85,87],"meteorological":[86],"bathymetric/":[88],"hydrographic":[89],"as":[91,93],"well":[92],"information":[94,137],"regarding":[95],"environmentally":[96],"important":[97],"areas":[98,133],"(e.g.":[99],"protected":[100],"high-risk":[101],"areas,":[102],"etc.).":[103,144],"web":[105],"interface":[106],"enables":[107],"user-friendly":[108],"queries":[110],"at":[111,162],"front-end,":[113],"while":[114],"series":[116],"mining":[119],"functionalities":[120],"extracts":[121],"statistics":[123,141,155],"regarding:":[124],"(a)":[125],"probabilities":[130],"particular":[132],"(b)":[134],"trajectories":[135],"clustering":[136],"(c)":[138],"general":[139],"(vessel":[142],"types,":[143],"Employing":[145],"above":[147],"tool,":[148],"if-then-scenarios":[149],"can":[150,158],"be":[151],"constructed":[152],"resulting":[154],"diagrams":[157],"provide":[159],"essential":[160],"arguments":[161],"makers.":[165]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
