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	This ontology document is licensed under the Creative Commons
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      <rdf:li resource="http://ebiquity.umbc.edu/events/select/series/html/7/MD-Semantic-Web-Meetups"/>
      <rdf:li resource="http://ebiquity.umbc.edu/getnews/html/id/44/Yun-Peng-receives-award-from-NIST-for-supply-chain-research"/>
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      <rdf:li resource="http://ebiquity.umbc.edu/getnews/html/id/35/Swoogle-2006-released"/>
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      <rdf:li resource="http://ebiquity.umbc.edu/project/html/id/31/An-Agent-Based-Distributed-Computing-System-using-XReggie-and-Ronin"/>
      <rdf:li resource="http://ebiquity.umbc.edu/project/html/id/37/Anamika-Distributed-Service-Discovery-and-Composition-for-Pervasive-Environments"/>
      <rdf:li resource="http://ebiquity.umbc.edu/project/html/id/70/CoCoNet-Content-and-Context-Aware-Networking"/>
      <rdf:li resource="http://ebiquity.umbc.edu/project/html/id/1/Context-Broker-Architecture-CoBrA-"/>
      <rdf:li resource="http://ebiquity.umbc.edu/project/html/id/79/Context-Aware-Surgical-Training"/>
      <rdf:li resource="http://ebiquity.umbc.edu/project/html/id/48/Damlator-Semantic-Web-Translator"/>
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      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/1223/WIP-The-Impact-of-Financial-Aid-and-Academic-Pathways-on-Graduation"/>
      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/1203/DUNE-A-Machine-Learning-Deep-UNET-based-ensemble-Approach-to-Monthly-Seasonal-and-Annual-Climate-Forecasting"/>
      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/1202/Towards-a-Dynamic-Data-Driven-AI-Regional-Weather-Forecast-Model"/>
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      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/1179/KiNETGAN-Enabling-Distributed-Network-Intrusion-Detection-through-Knowledge-Infused-Synthetic-Data-Generation"/>
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      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/1135/Change-Management-using-Generative-Modeling-on-Digital-Twins"/>
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      <rdf:li resource="http://ebiquity.umbc.edu/research/area/id/17/Web-services"/>
      <rdf:li resource="http://ebiquity.umbc.edu/resource/html/id/247/A-Different-Kind-of-Social-Physics"/>
      <rdf:li resource="http://ebiquity.umbc.edu/resource/html/id/142/A2G-Slides"/>
      <rdf:li resource="http://ebiquity.umbc.edu/resource/html/id/75/An-Intelligent-Broker-for-Pervasive-Context-Aware-Systems"/>
      <rdf:li resource="http://ebiquity.umbc.edu/resource/html/id/281/Blackbook3-A-Graph-Analytic-Processing-Platform-For-The-Semantic-Web"/>
      <rdf:li resource="http://ebiquity.umbc.edu/resource/html/id/303/Collabora-ve-Data-Gathering-Using-Context-aware-Mobile-Devices"/>
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      <rdf:li resource="http://ebiquity.umbc.edu/resource/html/id/274/Constraining-Information-Flow-in-Social-Networks-with-Privacy-Policies"/>
      <rdf:li resource="http://ebiquity.umbc.edu/resource/html/id/181/Context-Aware-Surgical-Training-Environment"/>
      <rdf:li resource="http://ebiquity.umbc.edu/resource/html/id/379/Cybersecurity-embeddings"/>
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 <item rdf:about="http://ebiquity.umbc.edu/conference/html/id/13/W3C-Workshop-on-Constraints-and-Capabilities-for-Web-Services">
  <title><![CDATA[W3C Workshop on  Constraints and Capabilities for Web Services]]></title>
  <link>http://ebiquity.umbc.edu/conference/html/id/13/W3C-Workshop-on-Constraints-and-Capabilities-for-Web-Services</link>
  <description><![CDATA[Various aspects of a Web service may require description. This includes its constraints (e.g., "You must use HTTP Authentication when accessing this service") and its capabilities (e.g., "I can support GZIP compression"). Likewise, clients accessing Web services have constraints and capabilities of their own to consider when accessing services.

Many such aspects are typically associated with a number of orthogonal problem domains; for example, it may be desirable to describe constraints an...]]></description>
  <dc:date>2004-10-12</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/conference/html/id/3/ACM-SIGMOD-PODS-2004-Conference">
  <title><![CDATA[ACM SIGMOD/PODS 2004 Conference]]></title>
  <link>http://ebiquity.umbc.edu/conference/html/id/3/ACM-SIGMOD-PODS-2004-Conference</link>
  <description><![CDATA[The annual ACM SIGMOD conference is a leading forum for database researchers, practitioners, developers, and users to explore cutting-edge ideas and to exchange techniques, tools, and experiences. We invite the submission of original research contributions and industrial papers, as well as proposals for panels, tutorials, and demonstrations. We encourage submissions relating to all aspects of data management defined broadly, and particularly encourage work on topics of emerging interest in ...]]></description>
  <dc:date>2004-06-13</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/480/Beyond-NER-Towards-Semantics-in-Clinical-Text">
  <title><![CDATA[Beyond NER: Towards Semantics in Clinical Text]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/480/Beyond-NER-Towards-Semantics-in-Clinical-Text</link>
  <description><![CDATA[While clinical text NLP systems have become very effective in recognizing named entities in clinical text and mapping them to standardized terminologies in the normalization process, there remains a gap in the ability of extractors to combine entities together into a complete semantic representation of medical concepts that contain multiple attributes each of which has its own set of allowed named entities or values. Furthermore, additional domain knowledge may be required to determine the se...]]></description>
  <dc:date>2015-10-05</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/472/Many-Facets-of-Energy-Disaggregation">
  <title><![CDATA[Many Facets of Energy Disaggregation]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/472/Many-Facets-of-Energy-Disaggregation</link>
  <description><![CDATA[In this week's Ebiquity meeting, PhD student Nilavra Phatak from the UMBC Information Systems Department will discuss his work on "Many Facets of Energy Disaggregation".

The objective of energy disaggregation is to get the appliance-wise energy consumption from the whole home energy signal. The disaggregated energy consumption provides a better insight into the electrical usage and helps the consumers to modify usage in order to save money and energy. The application of energy disaggregati...]]></description>
  <dc:date>2014-10-29</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/466/PhD-defense-Lushan-Han-Schema-Free-Querying-of-Semantic-Data">
  <title><![CDATA[PhD defense: Lushan Han, Schema Free Querying of Semantic Data]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/466/PhD-defense-Lushan-Han-Schema-Free-Querying-of-Semantic-Data</link>
  <description><![CDATA[Schema Free Querying of Semantic Data

Lushan Han

Developing interfaces to enable casual, non-expert users to query complex structured data has been the subject of much research over the past forty years. We refer to them as as schema-free query interfaces, since they allow users to freely query data without understanding its schema, knowing how to refer to objects, or mastering the appropriate formal query language. Schema-free query interfaces address fundamental problems in natural la...]]></description>
  <dc:date>2014-05-23</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/460/Phd-proposal-A-Semantic-Resolution-Framework-for-Manufacturing-Capability-Data-Integration">
  <title><![CDATA[Phd proposal: A Semantic Resolution Framework for Manufacturing Capability Data Integration]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/460/Phd-proposal-A-Semantic-Resolution-Framework-for-Manufacturing-Capability-Data-Integration</link>
  <description><![CDATA[Building flexible manufacturing supply chains requires interoperable and accurate manufacturing service capability (MSC) information of all supply chain participants. Today, MSC information, which is typically published either on the supplier’s web site or registered at an e-marketplace portal, has been shown to fall short of the interoperability and accuracy requirements. This issue can be addressed by annotating the MSC information using shared ontologies. However, ontology-based approach...]]></description>
  <dc:date>2013-05-14</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/459/MS-defense-Social-Media-Analytics-Digital-Footprints">
  <title><![CDATA[MS defense: Social Media Analytics: Digital Footprints]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/459/MS-defense-Social-Media-Analytics-Digital-Footprints</link>
  <description><![CDATA[In this work we describe an approach to distinguish real and impostor/ compromised accounts on social media. Compromising a user's social media account is not only a breach of security, but can also lead to dissemination of misinformation at a fast pace on social media. There have been several such high profile attacks recently, including on Twitter feeds of AP, CBS, and Delta Airlines. A fake account for the Prime Minister's Office in India was used to spread malicious rumors last year. Our ...]]></description>
  <dc:date>2013-05-13</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/453/Social-Media-Analytics-Digital-Footprints">
  <title><![CDATA[Social Media Analytics: Digital Footprints]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/453/Social-Media-Analytics-Digital-Footprints</link>
  <description><![CDATA[Social media has greatly impacted the way we communicate today. With approximately 3000 tweets/sec and 55 million FB status updates a day, it is a great way to disseminate information to users across the world.  However such a tool can also be used to disseminate misinformation in a quick and efficient manner which can have a harmful impact in multiple scenarios like national security cases, or business/marketing cases and hence needs to be curbed and kept in check. Our approach involves crea...]]></description>
  <dc:date>2013-04-15</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/448/Privacy-and-Security-in-Online-Social-Media">
  <title><![CDATA[Privacy and Security in Online Social Media]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/448/Privacy-and-Security-in-Online-Social-Media</link>
  <description><![CDATA[With increase in usage of the Internet, there has been an exponential increase in the use of online social media on the Internet. Websites like Facebook, Google+, YouTube, Orkut, Twitter and Flickr have changed the way Internet is being used. There is a dire need to investigate, study and characterize privacy and security on online social media from various perspectives (computational, cultural, psychological). Real world scalable systems need to be built to detect and defend security and pri...]]></description>
  <dc:date>2013-03-11</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/442/Cloud-based-Active-Archiving-Solution-for-Databases">
  <title><![CDATA[Cloud based Active Archiving Solution for Databases]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/442/Cloud-based-Active-Archiving-Solution-for-Databases</link>
  <description><![CDATA[In the second talk of the UMBC ACM Student Chapter's Tech Talk Series, ACM Distinguished Speaker Dr. Mukesh Mohania will visit UMBC and talk about "Cloud based Active Archiving Solution for Databases".

Cloud computing offers an exciting opportunity to bring on-demand applications to customers and is being used for delivering hosted services over the Internet and/or processing massive amount of data for business intelligence. In this talk, we will discuss the architecture of cloud computing...]]></description>
  <dc:date>2012-11-30</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/436/Situation-Aware-Intrusion-Detection-Model">
  <title><![CDATA[Situation Aware Intrusion Detection Model]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/436/Situation-Aware-Intrusion-Detection-Model</link>
  <description><![CDATA[Growing importance of the underlying information technology infrastructure of every business, media and manufacturing domains have led to increasing events of unauthorized infrastructure access, denial-of-service attacks, and stealing of valuable data. Intrusion Detection Systems (IDS) are applications which monitor cyber-systems to identify any malicious activities, generate an alert when such an activity is detected, and redress the problem if possible. Most of the intrusion detection/preve...]]></description>
  <dc:date>2012-04-19</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/432/Securing-Cyber-Physical-Systems">
  <title><![CDATA[Securing Cyber-Physical Systems]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/432/Securing-Cyber-Physical-Systems</link>
  <description><![CDATA[Our critical infrastructure systems are being modernized with information and communication technologies to face the operational requirements and efficiency challenges of the 21st century. The smart grid in particular, will introduce millions of new intelligent components to the electric grid, buildings, and homes within the next decade. While this modernization will bring many operational benefits to infrastructure systems, it will also introduce new vulnerabilities, a larger attack surface,...]]></description>
  <dc:date>2012-03-26</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/events/select/series/html/7/MD-Semantic-Web-Meetups">
  <title><![CDATA[MD Semantic Web Meetups]]></title>
  <link>http://ebiquity.umbc.edu/events/select/series/html/7/MD-Semantic-Web-Meetups</link>
  <description><![CDATA[The Central Maryland Semantic Meetups are free social network and meeting community open to industry, government and acedemia. The goal of the organizers is to create a vendor neutral environment for open discussion and provide the membership with a valuable resource of information on industry trends and ongoing research. We will work on behalf of the membership to coordinate regular meetings with respected speakers from industry, government and acedemia.  Commercial software companies will a...]]></description>
  <dc:date>1999-11-30</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/getnews/html/id/44/Yun-Peng-receives-award-from-NIST-for-supply-chain-research">
  <title><![CDATA[Yun Peng receives award from NIST for supply chain research]]></title>
  <link>http://ebiquity.umbc.edu/getnews/html/id/44/Yun-Peng-receives-award-from-NIST-for-supply-chain-research</link>
  <description><![CDATA[Professor Yun Peng received a research award of $150,000 from the National Institute of Standards and Technology support work on "Integration Testing in Supply Chain Logistics" in the coming year. The research is focused on improving the systems that companies use to exchange and process information on services, products, orders and transportation. The objective is to reduce or eliminate problems that lead to late deliveries, inaccurate tracking, insufficient visibility, poor security, unreli...]]></description>
  <dc:date>2011-03-10</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/getnews/html/id/40/Platys-From-Position-to-Place-in-Next-Generation-Networks">
  <title><![CDATA[Platys: From Position to Place in Next Generation Networks]]></title>
  <link>http://ebiquity.umbc.edu/getnews/html/id/40/Platys-From-Position-to-Place-in-Next-Generation-Networks</link>
  <description><![CDATA[A UMBC research team led by Anupam Joshi and Tim Finin received an award from
NSF for four-year project that will explore how advances
in mobile technology and networking can support systems that
understand and adapt their behavior to their user's context,
activities and preferences.

Platys is a collaborative research project between
UMBC and groups at North Carolina State (led by Munindar
Singh and Injong
Rhee) and Duke (led by Romit Roy Choudhury)
Universities.  The group will sh...]]></description>
  <dc:date>2009-08-31</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/getnews/html/id/35/Swoogle-2006-released">
  <title><![CDATA[Swoogle 2006 released]]></title>
  <link>http://ebiquity.umbc.edu/getnews/html/id/35/Swoogle-2006-released</link>
  <description><![CDATA[Swoogle 2006 is a a major
new version of Swoogle, a search engine for the Semantic Web.
Swoogle helps knowledge engineers and software agents find
knowledge on the web encoded in the semantic web languages RDF
and OWL.  It crawls the Web looking for documents that consists
of RDF or have embedded RDF within them.  USing Swoogle, people
and agents can discover Semantic Web ontologies, terms and data.

 Swoogle 2005 is a nearly complete rewrite of Swoogle Classic, which
now answers to ...]]></description>
  <dc:date>2006-02-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/getnews/html/id/24/Finin-to-serve-as-editor-in-chief-of-Journal-of-Web-Semantics">
  <title><![CDATA[Finin to serve as editor-in-chief of  Journal of Web Semantics]]></title>
  <link>http://ebiquity.umbc.edu/getnews/html/id/24/Finin-to-serve-as-editor-in-chief-of-Journal-of-Web-Semantics</link>
  <description><![CDATA[UMBC faculty member Tim Finin has accepted a post as an
editor-in-chief of the 
Journal of Web Semantics, joining co-editors-in-chief Carol Gobel
and Rudi Struder.

 The Journal of Web Semantics is an interdisciplinary journal based
on research and applications of various subject areas that contribute
to the development of a knowledge-intensive and intelligent service
Web. These areas include: knowledge technologies, ontology, agents,
databases and the semantic grid, obviously di...]]></description>
  <dc:date>2005-09-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/getnews/html/id/23/UMBC-and-IBM-collaborate-on-autonomic-computing">
  <title><![CDATA[UMBC and IBM collaborate on autonomic computing]]></title>
  <link>http://ebiquity.umbc.edu/getnews/html/id/23/UMBC-and-IBM-collaborate-on-autonomic-computing</link>
  <description><![CDATA[University of Maryland, Baltimore County and IBM Collaborate on 
Autonomic Computing Research

BALTIMORE, February 24, 2005 - IBM today announced a new Shared University Research (SUR) grant awarded a group of faculty researchers of the eBiquity research group at the University of Maryland, Baltimore County to help build a major new center for high performance computational research. 

This SUR grant is part of the latest series of Shared University Research (SUR) awards, bringing IBM's ...]]></description>
  <dc:date>2005-02-24</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/getnews/html/id/11/ebiquity-Student-Team-Wins-120M-in-Supply-Chain-Contest">
  <title><![CDATA[ebiquity Student Team Wins $120M in Supply Chain Contest]]></title>
  <link>http://ebiquity.umbc.edu/getnews/html/id/11/ebiquity-Student-Team-Wins-120M-in-Supply-Chain-Contest</link>
  <description><![CDATA[ebiquity Student Team Wins $120M in Supply Chain Contest

A team of three graduate students from the UMBC Computer Science and
Electrical Engineering Department developed a software agent that won
second place in the finals of the 2004 Trading Agent Competition for
Supply Chain Management held in New York City on July 22, 2004.

Advised by Professor Tim FInin, graduate students Guang Huang, Yang Yu and Xu Fei developed an agent that competed in an
field of 30 entries implemented by te...]]></description>
  <dc:date>2004-07-25</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/getnews/html/id/6/SW-UBICOMP-INTEREST-SIG-formed">
  <title><![CDATA[SW-UBICOMP-INTEREST SIG formed]]></title>
  <link>http://ebiquity.umbc.edu/getnews/html/id/6/SW-UBICOMP-INTEREST-SIG-formed</link>
  <description><![CDATA[Semantic Web in
UbiComp SIG (SW-UbiComp-SIG) is an open community for exploring
the use of Semantic Web technology in building Pervasive/Ubiquitous
Computing applications.  The group's current goal is to define a
standard ontology to support pervasive computing applications (see our
web site for the draft proposal). This includes OWL ontologies for
person, device, time, space, event, digital documents, and policy (for
security and privacy).  SW-UbiComp-SIG welcomes anyone who is
inter...]]></description>
  <dc:date>2003-12-27</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/project/html/id/4/Agents2Go">
  <title><![CDATA[Agents2Go]]></title>
  <link>http://ebiquity.umbc.edu/project/html/id/4/Agents2Go</link>
  <description><![CDATA[With the proliferation of mobile computing, more and more people use a variety of mobile devices in their dally lives. Recent years have also seen a remarkable growth in Electronic Commerce. The merger of these concepts has resulted in the emergence of Mobile Electronic Commerce (M-Commerce). 

One of the most critical requirements for M-Commerce is the ability to discover services in a given context. An important component of a user's context is their current location. For example, a user'...]]></description>
  <dc:date>2005-10-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/project/html/id/44/agentSpeak">
  <title><![CDATA[agentSpeak]]></title>
  <link>http://ebiquity.umbc.edu/project/html/id/44/agentSpeak</link>
  <description><![CDATA[Several manufacturers offer Bluetooth enabled wireless headsets, such
as Jabra's FreeSpeak
and products made by Plantronics and others . There
are intended to be used to connect with phones, but could also be used
to send and receive audio to computers.  This project will involve (1)
writing some low level drivers for the desired OS (linux?), (ii)
hooking up the drivers to some interesting applications (listen to
MP3's?  Interface to a speech understanding system) and (iii)
demonstrat...]]></description>
  <dc:date>2003-12-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/project/html/id/31/An-Agent-Based-Distributed-Computing-System-using-XReggie-and-Ronin">
  <title><![CDATA[An Agent Based Distributed Computing System using XReggie and Ronin]]></title>
  <link>http://ebiquity.umbc.edu/project/html/id/31/An-Agent-Based-Distributed-Computing-System-using-XReggie-and-Ronin</link>
  <description><![CDATA[To realize the dream of truely ubiquitous information superhighway, it is necessary
for information to be available from mobile platforms. But along with that, with the increasing variation in the
capability of the different devices around us, efficient distribution of load is becoming very important to support
ubiquitous computation. This project aims at building an agent-based middleware addressing the different issues of
distributed computing in a mobile environment.

The project con...]]></description>
  <dc:date>1999-12-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/project/html/id/37/Anamika-Distributed-Service-Discovery-and-Composition-for-Pervasive-Environments">
  <title><![CDATA[Anamika: Distributed Service Discovery and Composition for Pervasive Environments]]></title>
  <link>http://ebiquity.umbc.edu/project/html/id/37/Anamika-Distributed-Service-Discovery-and-Composition-for-Pervasive-Environments</link>
  <description><![CDATA[Technological advances in semiconductor processing and design as well as 
wireless networking are leading us towards the vision of Pervasive 
Computing. We envision that in the (near) future, devices all around a 
person, either embedded as a part of smart spaces, or being carried by 
other people in the vicinity, will provide an array of services that she 
might want to use. Development of customized sxervices by integrating and 
executing existing
ones  has received a lot of attentio...]]></description>
  <dc:date>2002-01-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/project/html/id/70/CoCoNet-Content-and-Context-Aware-Networking">
  <title><![CDATA[CoCoNet: Content and Context Aware Networking]]></title>
  <link>http://ebiquity.umbc.edu/project/html/id/70/CoCoNet-Content-and-Context-Aware-Networking</link>
  <description><![CDATA[The current Internet was originally designed to provide best-effort data
transport over a wired infrastructure with end hosts utilizing a layered
network stack to provide reliability, quality of service, security etc.
for user applications.  However, the proliferation of inelastic
applications, coupled with wide spread migration towards hybrid networks
utilizing wired and wireless links and the plethora of end host variants
ranging from cell phones to enterprise servers necessitates the...]]></description>
  <dc:date>2005-07-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/project/html/id/1/Context-Broker-Architecture-CoBrA-">
  <title><![CDATA[Context Broker Architecture (CoBrA)]]></title>
  <link>http://ebiquity.umbc.edu/project/html/id/1/Context-Broker-Architecture-CoBrA-</link>
  <description><![CDATA[Context Broker Architecture (CoBrA) is an agent based architecture for supporting context-aware systems in smart spaces (e.g., intelligent meeting rooms, smart homes, and smart vehicles). Central to this architecture is an intelligent agent called  context broker that maintains a shared model of context on the behalf of a community of agents, services, and devices in the space and provides privacy protections for the users in the space by enforcing the policy rules that they define.]]></description>
  <dc:date>2002-09-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/project/html/id/79/Context-Aware-Surgical-Training">
  <title><![CDATA[Context-Aware Surgical Training]]></title>
  <link>http://ebiquity.umbc.edu/project/html/id/79/Context-Aware-Surgical-Training</link>
  <description><![CDATA[We propose to design and implement a prototype context aware surgical training environment (CAST) as part of the University of Maryland Surgical Simulation Training Center (SIMCenter).  This system will be used to explore the role that an intelligent pervasive computing environment can play to enhance the training of surgery students, residents and specialists.  The research will build on prior work on context aware “smart spaces” done at UMBC, leverage our experience in working with RFID...]]></description>
  <dc:date>2006-01-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/project/html/id/48/Damlator-Semantic-Web-Translator">
  <title><![CDATA[Damlator: Semantic Web Translator]]></title>
  <link>http://ebiquity.umbc.edu/project/html/id/48/Damlator-Semantic-Web-Translator</link>
  <description><![CDATA[Developing DAMLator as a module for the popular Apache web server which does server side translations of DAML encoded files and caches the results. Current translation targets include Ntriples, Prolog terms, GIF and PNG. The benefits of using DAMLator are threefold. First, the caching mechanism provides efficiency and scaling by avoiding repeated translations of the DAML encoded files. Second, doing the translation on the server side means that client applications can be smaller, simpler and ...]]></description>
  <dc:date>2001-12-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/project/html/id/18/Disconnected-Web-Browsing">
  <title><![CDATA[Disconnected Web Browsing]]></title>
  <link>http://ebiquity.umbc.edu/project/html/id/18/Disconnected-Web-Browsing</link>
  <description><![CDATA[This project addresses issues related to personalization and
asynchronous operation to support wireless access to the web. Currently,
the protocols associated with information browsing have been designed to
work in wired environments that are capable of transmitting and receiving
large amounts of data without significant delays. However, due to the
various resource constraints of the mobile hosts, these protocols do not
operate well in a wireless environment. Also, the current model of ...]]></description>
  <dc:date>1999-12-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/project/html/id/13/EECOMS">
  <title><![CDATA[EECOMS]]></title>
  <link>http://ebiquity.umbc.edu/project/html/id/13/EECOMS</link>
  <description><![CDATA[EECOMS was a NIST sponsored project with the goal "to develop a new framework for people, applications and software agents to collaborate on supply chain logistics, resulting in faster delivery of products to customers, reduction of costly inventories, and an overall increase of U.S. manufacturers' competitiveness in the global marketplace."]]></description>
  <dc:date>1996-12-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/1223/WIP-The-Impact-of-Financial-Aid-and-Academic-Pathways-on-Graduation">
  <title><![CDATA[WIP: The Impact of Financial Aid and Academic Pathways on Graduation]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/1223/WIP-The-Impact-of-Financial-Aid-and-Academic-Pathways-on-Graduation</link>
  <description><![CDATA[Our work seeks to find out whether we can predict a student's graduation in STEM majors using AI, specifically in Engineering and Computing, based on both academic factors known at admission time and financial factors that the institution can control. We create an integrated predictive modeling system that uses financial assistance in conjunction with academic preparation and enrollment methods to determine student success as measured by graduation. The dataset contains anonymized records of ...]]></description>
  <dc:date>2026-03-28</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/1203/DUNE-A-Machine-Learning-Deep-UNET-based-ensemble-Approach-to-Monthly-Seasonal-and-Annual-Climate-Forecasting">
  <title><![CDATA[DUNE: A Machine Learning Deep UNET++ based ensemble Approach to Monthly, Seasonal and Annual Climate Forecasting]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/1203/DUNE-A-Machine-Learning-Deep-UNET-based-ensemble-Approach-to-Monthly-Seasonal-and-Annual-Climate-Forecasting</link>
  <description><![CDATA[Capitalizing on the recent availability of ERA5 monthly averaged, long-term data records of mean atmospheric and climate fields derived from the high-resolution reanalysis, deep learning architectures provide an alternative to physics-based daily numerical weather predictions for subseasonal to seasonal (S2S) and annual forecasts. A novel deep U-Net++-based ensemble (DUNE) neural architecture is introduced, incorporating encoder–decoder structures with residual blocks. When initialized with...]]></description>
  <dc:date>2025-10-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/1202/Towards-a-Dynamic-Data-Driven-AI-Regional-Weather-Forecast-Model">
  <title><![CDATA[Towards a Dynamic Data Driven AI Regional  Weather Forecast Model]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/1202/Towards-a-Dynamic-Data-Driven-AI-Regional-Weather-Forecast-Model</link>
  <description><![CDATA[The advent of long-term reanalysis datasets such as ECMWF
ERA 4/5 has enabled the development of AI-driven machine learning
models for weather forecasting. The major benefit of AI as an approach
is its ability to reduce computational forecast time from tens of hours

to tens of seconds, thereby enabling a variety of new applications rang-
ing from extreme regional weather event forecasting to first responder

aid for wildfires, severe storms, floods, oil spills, tornadoes, and other
...]]></description>
  <dc:date>2024-11-08</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/1182/WIP-The-effect-of-scholarships-and-community-on-graduation-rates-for-STEM-majors">
  <title><![CDATA[WIP: The effect of scholarships and community on graduation rates for STEM majors]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/1182/WIP-The-effect-of-scholarships-and-community-on-graduation-rates-for-STEM-majors</link>
  <description><![CDATA[This WIP research paper describes a key challenge faced by STEM disciplines, especially Engineering and Computing, namely the graduation rate of students. Many models that show a return on investment in higher education for individuals and the state work only when students graduate. However, graduation rates are strongly influenced by students’ ability to focus on their studies. Anecdotally, faculty believe that when students must spend a significant time each week working in a job to pay (...]]></description>
  <dc:date>2024-10-16</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/1176/Exploring-the-Impact-of-Increased-Health-Information-Accessibility-in-Cyberspace-on-Trust-and-Self-care-Practices">
  <title><![CDATA[Exploring the Impact of Increased Health Information Accessibility in Cyberspace on Trust and Self-care Practices]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/1176/Exploring-the-Impact-of-Increased-Health-Information-Accessibility-in-Cyberspace-on-Trust-and-Self-care-Practices</link>
  <description><![CDATA[More health information is in cyberspace than ever before, presenting
both opportunities and challenges for health information
seeking and self-care practices, particularly in underserved populations
who face health disparities for various reasons, including
limited healthcare access and high costs. We have investigated the
effect of increased health information accessibility in cyberspace on
self-care practices and trust in underserved populations of African
descent by surveying how i...]]></description>
  <dc:date>2024-06-21</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/1179/KiNETGAN-Enabling-Distributed-Network-Intrusion-Detection-through-Knowledge-Infused-Synthetic-Data-Generation">
  <title><![CDATA[KiNETGAN: Enabling Distributed Network Intrusion Detection through Knowledge-Infused Synthetic Data Generation]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/1179/KiNETGAN-Enabling-Distributed-Network-Intrusion-Detection-through-Knowledge-Infused-Synthetic-Data-Generation</link>
  <description><![CDATA[In the realm of IoT/CPS systems connected over mobile networks, traditional intrusion detection methods analyze network traffic across multiple devices using anomaly detection techniques to flag potential security threats. However, these methods face significant privacy challenges, particularly with deep packet inspection and network communication analysis. This type of monitoring is highly intrusive, as it involves examining the content of data packets, which can include personal and sensiti...]]></description>
  <dc:date>2024-05-26</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/1157/Leveraging-semantic-context-to-establish-access-controls-for-secure-cloud-based-electronic-health-records">
  <title><![CDATA[Leveraging semantic context to establish access controls for secure cloud-based electronic health records]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/1157/Leveraging-semantic-context-to-establish-access-controls-for-secure-cloud-based-electronic-health-records</link>
  <description><![CDATA[With the continuous growth of cloud-based Electronic Health Record (EHR) systems and medical data, medical organizations are particularly concerned about storing patient data to provide fast services while adhering to privacy and security concerns. Existing EHR systems often face challenges in handling heterogeneous data and maintaining good performance with data growth. These systems mostly use relational databases or partially store data in a knowledge graph, making it challenging to handle...]]></description>
  <dc:date>2024-04-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/1135/Change-Management-using-Generative-Modeling-on-Digital-Twins">
  <title><![CDATA[Change Management using Generative Modeling on Digital Twins]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/1135/Change-Management-using-Generative-Modeling-on-Digital-Twins</link>
  <description><![CDATA[A key challenge faced by small and medium-sized business entities is securely managing software updates and changes. Specifically, with rapidly evolving cybersecurity threats, changes/updates/patches to software systems are necessary to stay ahead of emerging threats and are often mandated by regulators or statutory authorities to counter these. However, security patches/updates require stress testing before they can be released in the production system. Stress testing in production environme...]]></description>
  <dc:date>2023-10-02</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/1150/Multimodal-Language-Learning-for-Object-Retrieval-in-Low-Data-Regimes-in-the-Face-of-Missing-Modalities">
  <title><![CDATA[Multimodal Language Learning for Object Retrieval in Low Data Regimes in the Face of Missing Modalities]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/1150/Multimodal-Language-Learning-for-Object-Retrieval-in-Low-Data-Regimes-in-the-Face-of-Missing-Modalities</link>
  <description><![CDATA[Our study is motivated by robotics, where when dealing with robots or other physical systems, we often need to balance competing concerns of relying on complex, multimodal data coming from a variety of sensors with a general lack of large representative datasets.  Despite the complexity of modern robotic platforms and the need for multimodal interaction, there has been little research on integrating more than two modalities in a low data regime with the real-world constraint that sensors fail...]]></description>
  <dc:date>2023-10-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/1104/Knowledge-Enhanced-Neurosymbolic-Artificial-Intelligence-for-Cybersecurity-and-Privacy">
  <title><![CDATA[Knowledge-Enhanced Neurosymbolic Artificial Intelligence for Cybersecurity and Privacy]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/1104/Knowledge-Enhanced-Neurosymbolic-Artificial-Intelligence-for-Cybersecurity-and-Privacy</link>
  <description><![CDATA[Neurosymbolic artificial intelligence (AI) is an emerging and quickly advancing field that
combines the subsymbolic strengths of (deep) neural networks and the explicit, symbolic
knowledge contained in knowledge graphs (KGs) to enhance explainability and safety in
AI systems. This approach addresses a key criticism of current generation systems,
namely, their inability to generate human-understandable explanations for their
outcomes and ensure safe behaviors, especially in scenarios with...]]></description>
  <dc:date>2023-09-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/research/area/id/17/Web-services">
  <title><![CDATA[Web services]]></title>
  <link>http://ebiquity.umbc.edu/research/area/id/17/Web-services</link>
  <description><![CDATA[The World Wide Web is more and more used for application to application communication. The programmatic interfaces made available are referred to as Web services.  Research in web services  ranges from making use of practical technology like SOAP and XML to advanced techniques  such coordination languages, workslow and the semantic web]]></description>
  <dc:date>2026-10-02</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/247/A-Different-Kind-of-Social-Physics">
  <title><![CDATA[A Different Kind of Social Physics]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/247/A-Different-Kind-of-Social-Physics</link>
  <description><![CDATA[Everyday, tens of millions of people chat, text, email, poke, twitter, IM and facebook (and, yes, that is a verb). They do what people have always done: they make friends and mark enemies, they assert and seek status, they look for affirmation and for connection, they check out the competition and, above all, they seek the comfort of community. Contrary to earlier predictions, people do not undertake revolutionary, unheard of acts just because the medium is new. In fact, the rise of social co...]]></description>
  <dc:date>2008-05-28</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/142/A2G-Slides">
  <title><![CDATA[A2G Slides]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/142/A2G-Slides</link>
  <description><![CDATA[Agents2Go Slides

With the proliferation of mobile computing, more and more people use a variety of mobile devices in their dally lives. Recent years have also seen a remarkable growth in Electronic Commerce. The merger of these concepts has resulted in the emergence of Mobile Electronic Commerce (M-Commerce).
One of the most critical requirements for M-Commerce is the ability to discover services in a given context. An important component of a user's context is their current location. For...]]></description>
  <dc:date>2005-10-02</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/75/An-Intelligent-Broker-for-Pervasive-Context-Aware-Systems">
  <title><![CDATA[An Intelligent Broker for Pervasive Context-Aware Systems]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/75/An-Intelligent-Broker-for-Pervasive-Context-Aware-Systems</link>
  <description><![CDATA[Presentation slides used in Harry Chen's PhD dissertation defense.

Context-aware systems exploit the use of situational information, or context, to provide relevant information and services to users. A great challenge remains in defining an architecture that supports context-aware systems. Critical research issues include modeling and reasoning (how to represent contextual information for machine processing and reasoning), knowledge sharing (how to enable agents to acquire consistent knowl...]]></description>
  <dc:date>2004-12-07</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/281/Blackbook3-A-Graph-Analytic-Processing-Platform-For-The-Semantic-Web">
  <title><![CDATA[Blackbook3: A Graph Analytic Processing Platform For The Semantic Web]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/281/Blackbook3-A-Graph-Analytic-Processing-Platform-For-The-Semantic-Web</link>
  <description><![CDATA[Started in 2006, Blackbook3 is primarily an RDF middleware framework for integrating data and executing algorithms. Its purpose is to enable content providers and developers to focus on their unique problem, allowing Blackbook3 to handle the production-level, enterprise framing that is commonly duplicated. Security, web services, ingestion tools, visualizers,workflow, and analyst applications are provided as additional features. This talk will go into the current and future use cases for Bla...]]></description>
  <dc:date>2009-10-06</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/303/Collabora-ve-Data-Gathering-Using-Context-aware-Mobile-Devices">
  <title><![CDATA[Collabora've	   Data	   Gathering	   Using	    Context-­‐aware	   Mobile	   Devices]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/303/Collabora-ve-Data-Gathering-Using-Context-aware-Mobile-Devices</link>
  <description><![CDATA[The popularity of Internet-enabled mobile technology allows people to participate in many data gathering tasks such as making scientific observation, responding to regional polls, and collecting location-specific information such as parking availability and road conditions. Reaching users on their mobile devices poses challenges regarding appropriate user selection and user's state to respond to any data queries. We present a context-aware framework to support collaborative data gathering app...]]></description>
  <dc:date>1999-11-30</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/396/Collaborative-Research-EAGER-SaTC-EDU-AI-and-Cybersecurity-from-Research-to-the-Classroom">
  <title><![CDATA[Collaborative Research: EAGER SaTC-EDU: AI and Cybersecurity: from Research to the Classroom]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/396/Collaborative-Research-EAGER-SaTC-EDU-AI-and-Cybersecurity-from-Research-to-the-Classroom</link>
  <description><![CDATA[Poster presented at the 6th NSF Secure and Trustworthy Cyberspace Principal Investigator Meeting held in Pittsburg, PA on September 4-5, 2024.

This collaborative project between the University of Maryland, Baltimore County (UMBC) and the University of Illinois Urbana-Champaign (UIUC) addresses the research and educational aspects of combining AI and Cybersecurity. Our goals are to (1) carry out novel research on applying the latest AI techniques to cybersecurity problems and explore how at...]]></description>
  <dc:date>2024-09-04</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/274/Constraining-Information-Flow-in-Social-Networks-with-Privacy-Policies">
  <title><![CDATA[Constraining Information Flow in Social Networks with Privacy Policies]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/274/Constraining-Information-Flow-in-Social-Networks-with-Privacy-Policies</link>
  <description><![CDATA[Online social networking systems are a phenomenon that has grown exponentially over the past few years. These systems provide platforms for people to easily share information, especially about themselves and about their interests. With the recent emergence of geolocation technologies, social networking can allow users to interact relative to location and time. Most systems began with few or no privacy controls and have gradually been adding and enhancing them to meet the demands of their user...]]></description>
  <dc:date>2009-08-10</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/181/Context-Aware-Surgical-Training-Environment">
  <title><![CDATA[Context Aware Surgical Training Environment]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/181/Context-Aware-Surgical-Training-Environment</link>
  <description><![CDATA[As part of the University of Maryland Medical School’s Operating Room of the Future Project we are developing a prototype context aware surgical training environment (CAST).  This facility will become part of the University of Maryland Surgical Simula-tion Training Center (SIMCenter) being built in Baltimore.  The CAST system will be used to explore the role that an intelligent pervasive computing environment can play to enhance the training of surgery students, residents and specialists.  ...]]></description>
  <dc:date>2006-06-19</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/379/Cybersecurity-embeddings">
  <title><![CDATA[Cybersecurity embeddings]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/379/Cybersecurity-embeddings</link>
  <description><![CDATA[This is a word embedding model produced by Dr. Youngja Park of IBM Research using word2vec applied to a collection of one million documents found on the Web relevant to cybersecurity.  Tokenization was done using whitespace, resulting in 917,213,530 tokens of which 6,417,554 were unique. The word2 vec model has 100 dimensions and a vocabulary of 1,013,092 terms.  If you use this model in your research, please cite this document to refer to the model.

Ankur Padia, Arpita Roy, Taneeya Satyap...]]></description>
  <dc:date>2018-04-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/202/Finding-knowledge-data-and-answers-on-the-Semantic-Web">
  <title><![CDATA[Finding knowledge, data and answers on the Semantic Web]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/202/Finding-knowledge-data-and-answers-on-the-Semantic-Web</link>
  <description><![CDATA[Web search engines like Google have made us all smarter by providing ready access to the world's knowledge whenever we need to look up a fact, learn about a topic or evaluate opinions. The W3C's Semantic Web effort aims to make such knowledge more accessible to computer programs by publishing it in machine understandable form.

As the volume of Semantic Web data grows software agents will need their own search engines to help them find the relevant and trustworthy knowledge they need to per...]]></description>
  <dc:date>2006-10-08</dc:date>
 </item>
</rdf:RDF>
