{"id":"https://openalex.org/W2158343913","doi":"https://doi.org/10.1109/isi.2013.6578830","title":"Improving supply chain security using big data","display_name":"Improving supply chain security using big data","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2158343913","doi":"https://doi.org/10.1109/isi.2013.6578830","mag":"2158343913"},"language":"en","primary_location":{"id":"doi:10.1109/isi.2013.6578830","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isi.2013.6578830","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Intelligence and Security Informatics","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/A5037925429","display_name":"David Zage","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104735","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"David Zage","raw_affiliation_strings":["Sandia National Laboratories, Albuquerque, NM, USA"],"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Albuquerque, NM, USA","institution_ids":["https://openalex.org/I4210104735"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112674752","display_name":"K. Glass","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104735","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kristin Glass","raw_affiliation_strings":["Sandia National Laboratories, Albuquerque, NM, USA"],"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Albuquerque, NM, USA","institution_ids":["https://openalex.org/I4210104735"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109898420","display_name":"R. Colbaugh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104735","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard Colbaugh","raw_affiliation_strings":["Sandia National Laboratories, Albuquerque, NM, USA"],"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Albuquerque, NM, USA","institution_ids":["https://openalex.org/I4210104735"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5037925429"],"corresponding_institution_ids":["https://openalex.org/I4210104735"],"apc_list":null,"apc_paid":null,"fwci":6.4716,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.96427885,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"254","last_page":"259"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12519","display_name":"Cybercrime and Law Enforcement Studies","score":0.9984999895095825,"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/T12519","display_name":"Cybercrime and Law Enforcement Studies","score":0.9984999895095825,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.9980999827384949,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.7818505764007568},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7385538220405579},{"id":"https://openalex.org/keywords/deception","display_name":"Deception","score":0.6850544214248657},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5380254983901978},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.532964289188385},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.5158085823059082},{"id":"https://openalex.org/keywords/supply-chain-risk-management","display_name":"Supply chain risk management","score":0.49612316489219666},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.47034385800361633},{"id":"https://openalex.org/keywords/service-management","display_name":"Service management","score":0.35744771361351013},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3472949266433716},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.33640772104263306},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19354870915412903},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1237494945526123},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.10680732131004333}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.7818505764007568},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7385538220405579},{"id":"https://openalex.org/C2779267917","wikidata":"https://www.wikidata.org/wiki/Q170028","display_name":"Deception","level":2,"score":0.6850544214248657},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5380254983901978},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.532964289188385},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.5158085823059082},{"id":"https://openalex.org/C192639820","wikidata":"https://www.wikidata.org/wiki/Q1114469","display_name":"Supply chain risk management","level":5,"score":0.49612316489219666},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.47034385800361633},{"id":"https://openalex.org/C48840187","wikidata":"https://www.wikidata.org/wiki/Q689042","display_name":"Service management","level":4,"score":0.35744771361351013},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3472949266433716},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.33640772104263306},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19354870915412903},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1237494945526123},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.10680732131004333},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isi.2013.6578830","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isi.2013.6578830","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Intelligence and Security Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320337547","display_name":"Laboratory Directed Research and Development","ror":"https://ror.org/01e41cf67"},{"id":"https://openalex.org/F4320338291","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W310261224","https://openalex.org/W379337736","https://openalex.org/W934261879","https://openalex.org/W1480376833","https://openalex.org/W1552285276","https://openalex.org/W1593858497","https://openalex.org/W1595126664","https://openalex.org/W1704902497","https://openalex.org/W1904715515","https://openalex.org/W1967495422","https://openalex.org/W1967694157","https://openalex.org/W2013113775","https://openalex.org/W2030701459","https://openalex.org/W2032279423","https://openalex.org/W2035381369","https://openalex.org/W2043888598","https://openalex.org/W2059003724","https://openalex.org/W2087092764","https://openalex.org/W2091034860","https://openalex.org/W2112090702","https://openalex.org/W2122922389","https://openalex.org/W2124255772","https://openalex.org/W2148123869","https://openalex.org/W2151936673","https://openalex.org/W2156594491","https://openalex.org/W2165698076","https://openalex.org/W2170367454","https://openalex.org/W2180539791","https://openalex.org/W2232943036","https://openalex.org/W2617991929","https://openalex.org/W3142588439","https://openalex.org/W4246047487","https://openalex.org/W4388330068","https://openalex.org/W4400993477","https://openalex.org/W6640136328"],"related_works":["https://openalex.org/W2259073436","https://openalex.org/W3042609291","https://openalex.org/W3044355888","https://openalex.org/W3214869678","https://openalex.org/W1520980603","https://openalex.org/W3115087197","https://openalex.org/W2685322506","https://openalex.org/W2386207806","https://openalex.org/W2365066911","https://openalex.org/W2127815204"],"abstract_inverted_index":{"Previous":[0],"attempts":[1],"at":[2,39,78],"supply":[3,70,92,138],"chain":[4,71,139],"risk":[5,72],"management":[6],"are":[7,25],"often":[8],"non-technical":[9],"and":[10,34,48,83,105,135],"rely":[11],"heavily":[12],"on":[13],"policies/procedures":[14],"to":[15,37,44,112,116],"provide":[16],"security":[17],"assurances.":[18],"This":[19],"is":[20],"particularity":[21],"worrisome":[22],"as":[23],"there":[24],"vast":[26],"volumes":[27],"of":[28,52,60,98],"data":[29,35],"that":[30,65,86],"must":[31],"be":[32,67,88,110],"analyzed":[33],"continues":[36],"grow":[38],"unprecedented":[40],"rates.":[41],"In":[42,74],"order":[43],"mitigate":[45],"these":[46,122],"issues":[47],"minimize":[49],"the":[50,58,91],"amount":[51],"manual":[53],"inspection":[54],"required,":[55],"we":[56,76,129],"propose":[57],"development":[59],"mathematically-based":[61],"automated":[62],"screening":[63],"methods":[64,79],"can":[66,109,130],"incorporated":[68],"into":[69],"management.":[73],"particular,":[75],"look":[77],"for":[80],"identifying":[81],"deception":[82],"deceptive":[84,133],"practices":[85],"may":[87],"present":[89],"in":[90],"chain.":[93],"We":[94],"examine":[95],"two":[96],"classes":[97],"constraints":[99],"faced":[100],"by":[101],"deceivers,":[102],"cognitive/computational":[103],"limitations":[104],"strategic":[106],"tradeoffs,":[107],"which":[108],"used":[111],"developed":[113],"graph-based":[114],"metrics":[115,123],"represent":[117],"entity":[118],"behavior.":[119],"By":[120],"using":[121],"with":[124],"novel":[125],"machine":[126],"learning":[127],"algorithms,":[128],"robustly":[131],"detect":[132],"behavior":[134],"identify":[136],"potential":[137],"issues.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
