data science / en Mason researchers receive funding for study aimed at detecting criminal disruption of supply chains /news/2021-11/mason-researchers-receive-funding-study-aimed-detecting-criminal-disruption-supply <span>Mason researchers receive funding for study aimed at detecting criminal disruption of supply chains </span> <span><span lang="" about="/user/326" typeof="schema:Person" property="schema:name" datatype="" xml:lang="">Martha Bushong</span></span> <span>Thu, 11/04/2021 - 09:38</span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--30-70"> <div class="layout__region region-first"> <div data-block-plugin-id="field_block:node:news_release:field_associated_people" class="block block-layout-builder block-field-blocknodenews-releasefield-associated-people"> <h2>In This Story</h2> <div class="field field--name-field-associated-people field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">People Mentioned in This Story</div> <div class="field__items"> <div class="field__item"><a href="/profiles/cdomenic" hreflang="und">Carlotta Domeniconi</a></div> <div class="field__item"><a href="/profiles/sean" hreflang="und">Sean Luke</a></div> </div> </div> </div> </div> <div class="layout__region region-second"> <div data-block-plugin-id="field_block:node:news_release:body" class="block block-layout-builder block-field-blocknodenews-releasebody"> <div class="field field--name-body field--type-text-with-summary field--label-visually_hidden"> <div class="field__label visually-hidden">Body</div> <div class="field__item"><p class="paragraph"><span><span><span><span>Carlotta Domeniconi,</span> <span><span><span>associate professor, <a href="https://cs.gmu.edu/directory/detail/12/" target="_blank">computer science;</a></span></span></span> <span>Sean Luke, professor, computer science, and Hamdi Kavak,</span> <span><span><span>assistant professor, computational and data sciences,</span></span></span> <span><span><span>received $1 million from the U.S. Department of Homeland Security for their grant</span></span></span> <span><span>"Detecting Criminal Disruption of Supply Chains Study." </span></span> </span></span></span></p> <p class="paragraph"><span><span><span><span><span>The goal of this work is to use simulation to identify possible ways that criminal organizations might be able to disrupt or damage important supply chain networks: for examining how criminals might disrupt the manufacturing and distribution process of a large drug company or a gasoline distributor. To do this, the researchers are modeling both criminal operations and supply chains and their interactions, trying to identify attack points; to develop indicators that can alert authorities and supply chain operators about pending, active, or past attacks; and to offer ways to mitigate vulnerabilities and reduce attack impacts. The project will use both subject matter expertise and automated learning techniques to develop the models. The Mason team brings to this project strong experience and expertise in machine learning, simulation, geographical information science, stochastic optimization, and social science.</span></span> <br />  <br /><span><span>The team will work closely with its collaborators at the University of Buffalo, Rutgers University, and the <a href="https://cina.gmu.edu/" title="Criminal Investigations Network Analysis Center">Criminal Investigations and Network Analysis Center</a> at Mason. The developed methodology will be applied to drug and vaccine supply chains, among others relevant to the current COVID-19 pandemic (e.g., personal protective equipment and medical and laboratory equipment).</span> <br />  <br /><span>Funding for this project began in September 2021 and will end in September 2023.</span></span></span></span></span></p> <p class="paragraph"><em><span><span><span><span><span>This brief was provided by the Office of Research, Innovation, and Economic Development.</span></span></span></span></span></em></p> </div> </div> </div> <div data-block-plugin-id="field_block:node:news_release:field_content_topics" class="block block-layout-builder block-field-blocknodenews-releasefield-content-topics"> <h2>Topics</h2> <div class="field field--name-field-content-topics field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">Topics</div> <div class="field__items"> <div class="field__item"><a href="/taxonomy/term/3071" hreflang="en">College of Engineering and Computing</a></div> <div class="field__item"><a href="/taxonomy/term/2481" hreflang="en">School of Computing</a></div> <div class="field__item"><a href="/taxonomy/term/3731" hreflang="en">data science</a></div> </div> </div> </div> </div> </div> Thu, 04 Nov 2021 13:38:56 +0000 Martha Bushong 56641 at NSF grant supports student research opportunity in data mining /news/2019-09/nsf-grant-supports-student-research-opportunity-data-mining <span>NSF grant supports student research opportunity in data mining</span> <span><span lang="" about="/user/231" typeof="schema:Person" property="schema:name" datatype="" xml:lang="">Colleen Rich</span></span> <span>Fri, 09/06/2019 - 02:26</span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--30-70"> <div class="layout__region region-first"> </div> <div class="layout__region region-second"> <div data-block-plugin-id="field_block:node:news_release:field_content_topics" class="block block-layout-builder block-field-blocknodenews-releasefield-content-topics"> <h2>Topics</h2> <div class="field field--name-field-content-topics field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">Topics</div> <div class="field__items"> <div class="field__item"><a href="/taxonomy/term/2186" hreflang="en">computer science</a></div> <div class="field__item"><a href="/taxonomy/term/1161" hreflang="en">National Science Foundation</a></div> <div class="field__item"><a href="/taxonomy/term/426" hreflang="en">Volgenau School of Engineering</a></div> <div class="field__item"><a href="/taxonomy/term/606" hreflang="en">Student Research</a></div> <div class="field__item"><a href="/taxonomy/term/3731" hreflang="en">data science</a></div> <div class="field__item"><a href="/taxonomy/term/336" hreflang="en">Students</a></div> </div> </div> </div> </div> </div> Fri, 06 Sep 2019 06:26:48 +0000 Colleen Rich 20036 at Institute for a Sustainable Earth aims to improve planet's resilience /news/2019-02/institute-sustainable-earth-aims-improve-planets-resilience <span>Institute for a Sustainable Earth aims to improve planet's resilience</span> <span><span lang="" about="/user/236" typeof="schema:Person" property="schema:name" datatype="" xml:lang="">Melanie Balog</span></span> <span>Mon, 02/25/2019 - 17:07</span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--30-70"> <div class="layout__region region-first"> </div> <div class="layout__region region-second"> <div data-block-plugin-id="field_block:node:news_release:field_content_topics" class="block block-layout-builder block-field-blocknodenews-releasefield-content-topics"> <h2>Topics</h2> <div class="field field--name-field-content-topics field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">Topics</div> <div class="field__items"> <div class="field__item"><a href="/taxonomy/term/1331" hreflang="en">Impact</a></div> <div class="field__item"><a href="/taxonomy/term/1371" hreflang="en">Quality</a></div> <div class="field__item"><a href="/taxonomy/term/546" hreflang="en">Department of Environmental Science and Policy (ESP)</a></div> <div class="field__item"><a href="/taxonomy/term/561" hreflang="en">Institute for a Sustainable Earth (ISE)</a></div> <div class="field__item"><a href="/taxonomy/term/1116" hreflang="en">Office of Research</a></div> <div class="field__item"><a href="/taxonomy/term/3706" hreflang="en">Development</a></div> <div class="field__item"><a href="/taxonomy/term/3696" hreflang="en">Integrity and Assurance</a></div> <div class="field__item"><a href="/taxonomy/term/3726" hreflang="en">natural sciences</a></div> <div class="field__item"><a href="/taxonomy/term/2651" hreflang="en">communications</a></div> <div class="field__item"><a href="/taxonomy/term/3716" hreflang="en">computational science</a></div> <div class="field__item"><a href="/taxonomy/term/3731" hreflang="en">data science</a></div> <div class="field__item"><a href="/taxonomy/term/2201" hreflang="en">humanities</a></div> <div class="field__item"><a href="/taxonomy/term/1981" hreflang="en">law</a></div> <div class="field__item"><a href="/taxonomy/term/3036" hreflang="en">engineering</a></div> <div class="field__item"><a href="/taxonomy/term/2176" hreflang="en">social sciences</a></div> <div class="field__item"><a href="/taxonomy/term/3396" hreflang="en">Thomas Lovejoy</a></div> <div class="field__item"><a href="/taxonomy/term/3721" hreflang="en">Aurali Dade</a></div> <div class="field__item"><a href="/taxonomy/term/3741" hreflang="en">multidisciplinary</a></div> <div class="field__item"><a href="/taxonomy/term/3711" hreflang="en">global climate change</a></div> <div class="field__item"><a href="/taxonomy/term/911" hreflang="en">Sustainability</a></div> <div class="field__item"><a href="/taxonomy/term/716" hreflang="en">Conservation</a></div> <div class="field__item"><a href="/taxonomy/term/3736" hreflang="en">impact on the planet's future</a></div> <div class="field__item"><a href="/taxonomy/term/3701" hreflang="en">Earth</a></div> <div class="field__item"><a href="/taxonomy/term/116" hreflang="en">Campus News</a></div> </div> </div> </div> </div> </div> Mon, 25 Feb 2019 22:07:28 +0000 Melanie Balog 10476 at