{"id":"https://openalex.org/W2201935829","doi":"https://doi.org/10.1109/bigdata.2015.7363894","title":"A document-based data model for large scale computational maritime situational awareness","display_name":"A document-based data model for large scale computational maritime situational awareness","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2201935829","doi":"https://doi.org/10.1109/bigdata.2015.7363894","mag":"2201935829"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2015.7363894","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2015.7363894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Big Data (Big Data)","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/A5011195273","display_name":"Luca Cazzanti","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162703","display_name":"North Atlantic Treaty Organization","ror":"https://ror.org/05xagc088","country_code":"BE","type":"funder","lineage":["https://openalex.org/I4210162703"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Luca Cazzanti","raw_affiliation_strings":["NATO STO Centre for Maritime Research and Experimentation (CMRE), La Spezia, Italy"],"affiliations":[{"raw_affiliation_string":"NATO STO Centre for Maritime Research and Experimentation (CMRE), La Spezia, Italy","institution_ids":["https://openalex.org/I4210162703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049659813","display_name":"Leonardo M. Millefiori","orcid":"https://orcid.org/0000-0002-2242-0028"},"institutions":[{"id":"https://openalex.org/I4210162703","display_name":"North Atlantic Treaty Organization","ror":"https://ror.org/05xagc088","country_code":"BE","type":"funder","lineage":["https://openalex.org/I4210162703"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Leonardo M. Millefiori","raw_affiliation_strings":["NATO STO Centre for Maritime Research and Experimentation (CMRE), La Spezia, Italy"],"affiliations":[{"raw_affiliation_string":"NATO STO Centre for Maritime Research and Experimentation (CMRE), La Spezia, Italy","institution_ids":["https://openalex.org/I4210162703"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024475496","display_name":"Gianfranco Arcieri","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162703","display_name":"North Atlantic Treaty Organization","ror":"https://ror.org/05xagc088","country_code":"BE","type":"funder","lineage":["https://openalex.org/I4210162703"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Gianfranco Arcieri","raw_affiliation_strings":["NATO STO Centre for Maritime Research and Experimentation (CMRE), La Spezia, Italy"],"affiliations":[{"raw_affiliation_string":"NATO STO Centre for Maritime Research and Experimentation (CMRE), La Spezia, Italy","institution_ids":["https://openalex.org/I4210162703"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011195273"],"corresponding_institution_ids":["https://openalex.org/I4210162703"],"apc_list":null,"apc_paid":null,"fwci":2.6952,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.89358716,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1350","last_page":"1356"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11622","display_name":"Maritime Navigation and Safety","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9667999744415283,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9304999709129333,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/nosql","display_name":"NoSQL","score":0.7918628454208374},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7747212648391724},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7720504999160767},{"id":"https://openalex.org/keywords/situation-awareness","display_name":"Situation awareness","score":0.5989542603492737},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4920889735221863},{"id":"https://openalex.org/keywords/joins","display_name":"Joins","score":0.47686490416526794},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.47088488936424255},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4575788378715515},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38740015029907227},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12206634879112244}],"concepts":[{"id":"https://openalex.org/C2779599972","wikidata":"https://www.wikidata.org/wiki/Q82231","display_name":"NoSQL","level":3,"score":0.7918628454208374},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7747212648391724},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7720504999160767},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.5989542603492737},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4920889735221863},{"id":"https://openalex.org/C2778692605","wikidata":"https://www.wikidata.org/wiki/Q4041866","display_name":"Joins","level":2,"score":0.47686490416526794},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.47088488936424255},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4575788378715515},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38740015029907227},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12206634879112244},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bigdata.2015.7363894","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2015.7363894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},{"id":"pmh:oai:arpi.unipi.it:11568/1164854","is_oa":false,"landing_page_url":"https://hdl.handle.net/11568/1164854","pdf_url":null,"source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320719","display_name":"Department of Science and Technology, Ministry of Science and Technology, India","ror":"https://ror.org/0101xrq71"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1494430560","https://openalex.org/W1527859964","https://openalex.org/W1547566968","https://openalex.org/W1598611313","https://openalex.org/W1673310716","https://openalex.org/W1864335429","https://openalex.org/W1981587527","https://openalex.org/W1995661408","https://openalex.org/W2038120666","https://openalex.org/W2061051181","https://openalex.org/W2063666345","https://openalex.org/W2069401302","https://openalex.org/W2083442964","https://openalex.org/W2089032497","https://openalex.org/W2090528059","https://openalex.org/W2099226020","https://openalex.org/W2130494750","https://openalex.org/W2173213060","https://openalex.org/W2262207803","https://openalex.org/W2318693912","https://openalex.org/W2544987956","https://openalex.org/W6629322733","https://openalex.org/W6635831475","https://openalex.org/W6637131181","https://openalex.org/W6679329542","https://openalex.org/W6693017345"],"related_works":["https://openalex.org/W2799973158","https://openalex.org/W2419153746","https://openalex.org/W2923327995","https://openalex.org/W3089119258","https://openalex.org/W2518340158","https://openalex.org/W3147331693","https://openalex.org/W2514636569","https://openalex.org/W2553396476","https://openalex.org/W2519462635","https://openalex.org/W2914719684"],"abstract_inverted_index":{"Computational":[0],"Maritime":[1,133],"Situational":[2],"Awareness":[3],"(MSA)":[4],"supports":[5],"the":[6,27,45,104,113,121,129],"maritime":[7],"industry,":[8],"governments,":[9],"and":[10,16,54,96,101,107,125,135],"international":[11],"organizations":[12],"with":[13,49,67,85],"machine":[14],"learning":[15,47],"big":[17,40,50],"data":[18,24,41,51,55,115,123],"techniques":[19],"for":[20,80,120,132],"analyzing":[21],"vessel":[22,99],"traffic":[23],"available":[25],"through":[26],"Automatic":[28],"Identification":[29],"System":[30],"(AIS).":[31],"A":[32],"critical":[33],"challenge":[34],"of":[35],"scaling":[36],"computational":[37,81],"MSA":[38],"to":[39,112],"regimes":[42],"is":[43],"integrating":[44],"core":[46],"algorithms":[48],"storage":[52],"modes":[53],"models.":[56],"To":[57],"address":[58],"this":[59],"challenge,":[60],"we":[61,74],"report":[62,118],"results":[63,119],"from":[64],"our":[65],"experimentation":[66],"MongoDB,":[68],"a":[69,77,86],"NoSQL":[70],"document-based":[71],"database":[72,91,105],"which":[73],"test":[75],"as":[76],"supporting":[78],"platform":[79],"MSA.":[82],"We":[83,117],"experiment":[84],"document":[87,108],"model":[88],"that":[89],"avoids":[90],"joins":[92],"when":[93],"linking":[94],"position":[95],"voyage":[97],"AIS":[98,114,122],"information":[100],"allows":[102],"tuning":[103],"index":[106],"sizes":[109],"in":[110],"response":[111],"rate.":[116],"ingested":[124],"analyzed":[126],"daily":[127],"at":[128],"NATO":[130],"Centre":[131],"Research":[134],"Experimentation":[136],"(CMRE).":[137]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
