{"id":"https://openalex.org/W2538872466","doi":"https://doi.org/10.25080/majora-629e541a-012","title":"An Ecological Approach to Software Supply Chain Risk Management","display_name":"An Ecological Approach to Software Supply Chain Risk Management","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2538872466","doi":"https://doi.org/10.25080/majora-629e541a-012","mag":"2538872466"},"language":"en","primary_location":{"id":"doi:10.25080/majora-629e541a-012","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-629e541a-012","pdf_url":"http://conference.scipy.org/proceedings/scipy2016/pdfs/sebastian_benthall.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://conference.scipy.org/proceedings/scipy2016/pdfs/sebastian_benthall.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048595120","display_name":"Sebastian Benthall","orcid":"https://orcid.org/0000-0002-1789-5109"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]},{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sebastian Benthall","raw_affiliation_strings":["UC Berkeley School of Information"],"affiliations":[{"raw_affiliation_string":"UC Berkeley School of Information","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000837687","display_name":"Travis Pinney","orcid":null},"institutions":[{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Travis Pinney","raw_affiliation_strings":["UC Berkeley School of Information"],"affiliations":[{"raw_affiliation_string":"UC Berkeley School of Information","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004041850","display_name":"JC Herz","orcid":null},"institutions":[{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"JC Herz","raw_affiliation_strings":["UC Berkeley School of Information"],"affiliations":[{"raw_affiliation_string":"UC Berkeley School of Information","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036154355","display_name":"Kit Plummer","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]},{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kit Plummer","raw_affiliation_strings":["UC Berkeley School of Information"],"affiliations":[{"raw_affiliation_string":"UC Berkeley School of Information","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048595120"],"corresponding_institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":1.837,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.90217921,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"130","last_page":"136"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.9140999913215637,"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/computer-science","display_name":"Computer science","score":0.5552802681922913},{"id":"https://openalex.org/keywords/supply-chain-risk-management","display_name":"Supply chain risk management","score":0.5313392877578735},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.48662957549095154},{"id":"https://openalex.org/keywords/risk-management","display_name":"Risk management","score":0.4779776930809021},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.4730980694293976},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.45347076654434204},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.35366755723953247},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.25693196058273315},{"id":"https://openalex.org/keywords/service-management","display_name":"Service management","score":0.19183915853500366}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5552802681922913},{"id":"https://openalex.org/C192639820","wikidata":"https://www.wikidata.org/wiki/Q1114469","display_name":"Supply chain risk management","level":5,"score":0.5313392877578735},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.48662957549095154},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.4779776930809021},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.4730980694293976},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.45347076654434204},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.35366755723953247},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.25693196058273315},{"id":"https://openalex.org/C48840187","wikidata":"https://www.wikidata.org/wiki/Q689042","display_name":"Service management","level":4,"score":0.19183915853500366},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","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},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.25080/majora-629e541a-012","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-629e541a-012","pdf_url":"http://conference.scipy.org/proceedings/scipy2016/pdfs/sebastian_benthall.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.25080/majora-629e541a-012","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-629e541a-012","pdf_url":"http://conference.scipy.org/proceedings/scipy2016/pdfs/sebastian_benthall.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2538872466.pdf","grobid_xml":"https://content.openalex.org/works/W2538872466.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W5777043","https://openalex.org/W7675030","https://openalex.org/W152936007","https://openalex.org/W1213740548","https://openalex.org/W1603460410","https://openalex.org/W1603576379","https://openalex.org/W1993803315","https://openalex.org/W2011301426","https://openalex.org/W2022826978","https://openalex.org/W2033193852","https://openalex.org/W2040956707","https://openalex.org/W2100945416","https://openalex.org/W2124477160","https://openalex.org/W2125910575","https://openalex.org/W2129315144","https://openalex.org/W2132022337","https://openalex.org/W2233474492","https://openalex.org/W2583898058","https://openalex.org/W2748409792","https://openalex.org/W3103362336","https://openalex.org/W4235023933","https://openalex.org/W4296394699","https://openalex.org/W4393422204","https://openalex.org/W6606223266","https://openalex.org/W6658527287","https://openalex.org/W6660783899"],"related_works":["https://openalex.org/W2057686421","https://openalex.org/W2015686463","https://openalex.org/W2260567777","https://openalex.org/W4283832168","https://openalex.org/W2145181404","https://openalex.org/W2259073436","https://openalex.org/W3213284516","https://openalex.org/W3133357750","https://openalex.org/W2037522875","https://openalex.org/W2535281349"],"abstract_inverted_index":{"We":[0,35,102],"approach":[1],"the":[2,50,72,96,110,125],"problem":[3],"of":[4,44,64,74,98,128],"software":[5,25,31,45,65,79],"assurance":[6,26],"in":[7,17,33,95],"a":[8,37,78],"novel":[9],"way":[10],"inspired":[11],"by":[12],"an":[13,41],"analytic":[14],"framework":[15],"used":[16,136],"natural":[18],"hazard":[19],"risk":[20,127],"mitigation.":[21],"Existing":[22],"approaches":[23],"to":[24],"focus":[27],"on":[28],"evaluating":[29],"individual":[30],"projects":[32,123],"isolation.":[34],"demonstrate":[36,103],"technique":[38],"that":[39,118],"evaluates":[40],"entire":[42],"ecosystem":[43,97],"projects,":[46],"taking":[47],"into":[48],"account":[49],"dependencey":[51],"structure":[52],"between":[53],"packages.":[54],"Our":[55,115],"model":[56,91,105],"analytically":[57],"separates":[58],"vulnerability":[59],"and":[60,120,137],"exposure":[61],"as":[62],"elements":[63],"risk,":[66],"then":[67],"makes":[68],"minimal":[69],"assumptions":[70],"about":[71],"propagation":[73],"these":[75],"values":[76],"through":[77],"supply":[80],"chain.":[81],"Combined":[82],"with":[83],"data":[84,107],"collected":[85,108],"from":[86,109],"package":[87],"management":[88],"systems,":[89],"our":[90],"indicates":[92],"\"hot":[93],"spots\"":[94],"higher":[99],"expected":[100],"risk.":[101],"this":[104],"using":[106],"Python":[111],"Package":[112],"Index":[113],"(PyPI).":[114],"results":[116],"suggest":[117],"Zope":[119],"Plone":[121],"related":[122],"carry":[124],"highest":[126],"all":[129],"PyPI":[130],"packages":[131],"because":[132],"they":[133],"are":[134,141],"widely":[135],"their":[138],"core":[139],"libraries":[140],"no":[142],"longer":[143],"maintained.":[144]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}