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      <rdf:li resource="http://ebiquity.umbc.edu/event/html/id/300/Virtual-Patients-as-Intelligent-Agents"/>
      <rdf:li resource="http://ebiquity.umbc.edu/event/html/id/207/Using-the-Semantic-Web-to-support-knowledge-integration-retrieval-and-expansion-for-ecoinformatics"/>
      <rdf:li resource="http://ebiquity.umbc.edu/event/html/id/119/Integrating-Language-Understanding-Agents-Into-the-Semantic-Web"/>
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      <rdf:li resource="http://ebiquity.umbc.edu/getnews/html/id/20/UMBC-Team-Wins-Award-at-Agentcities-Agent-Technology-Competition"/>
      <rdf:li resource="http://ebiquity.umbc.edu/project/html/id/1/Context-Broker-Architecture-CoBrA-"/>
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      <rdf:li resource="http://ebiquity.umbc.edu/paper/html/id/238/The-SOUPA-Ontology-for-Pervasive-Computing"/>
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 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/300/Virtual-Patients-as-Intelligent-Agents">
  <title><![CDATA[Virtual Patients as Intelligent Agents]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/300/Virtual-Patients-as-Intelligent-Agents</link>
  <description><![CDATA[Virtual patient (VP) environments are becoming very popular as an educational, reference and assessment tool for the medical profession. Technologically, however, state-of-the-art VP environments devoted to training cognitive skills are still little more than decision trees whose nodes present static material and allow users a choice of which daughter node to visit next. The Maryland Virtual Patient (MVP) project seeks to simulate medical encounters at a higher level of verisimilitude. To thi...]]></description>
  <dc:date>2009-05-08</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/207/Using-the-Semantic-Web-to-support-knowledge-integration-retrieval-and-expansion-for-ecoinformatics">
  <title><![CDATA[Using the Semantic Web to support knowledge integration, retrieval and expansion for ecoinformatics]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/207/Using-the-Semantic-Web-to-support-knowledge-integration-retrieval-and-expansion-for-ecoinformatics</link>
  <description><![CDATA[Today, the information on the World Wide Web is growing at
an astonishing rate providing a rapidly expanding source of
valuable data. The abundance of distributed information on
the Web increases the importance of efficient organization,
sharing and retrieval of available data. This is
particularly important in scientific research where
efficient collaboration, exchange of results of experiments
and observations, fast discovery of relevant information and
data integration from differe...]]></description>
  <dc:date>2007-05-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/119/Integrating-Language-Understanding-Agents-Into-the-Semantic-Web">
  <title><![CDATA[Integrating Language Understanding Agents Into the Semantic Web]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/119/Integrating-Language-Understanding-Agents-Into-the-Semantic-Web</link>
  <description><![CDATA[Many intelligent agents need knowledge and information to support
their reasoning and problem solving. The World Wide Web is a vast,
open, accessible and free source of knowledge, but virtually all of it
is encoded as natural language text -- a form difficult for most
agents to directly understand.  We describe initial work on adapting a
mature language understanding agent to process Web text and publish
its output in the Semantic Web language OWL.  This approach adds
knowledge on the ...]]></description>
  <dc:date>2005-10-26</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/91/Intelligent-Agents-meet-the-Semantic-Web">
  <title><![CDATA[Intelligent Agents meet the Semantic Web]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/91/Intelligent-Agents-meet-the-Semantic-Web</link>
  <description><![CDATA[The concept of an agent is ubiquitous in Computer Science.
During the past decade a "software agents" paradigm has
emerged which views agents as autonomous, cooperating
processes which use expressive communication languages to
exchange information and knowledge and to coordinate their
activities. This has been seen as a way to capitalize on the
opportunities (and solve many of the problems) created by
the Internet and Web.  Yet the technology has not yet made
it out of our laboratorie...]]></description>
  <dc:date>2005-04-05</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/46/Intelligent-agents-meet-the-semantic-web-in-the-aether">
  <title><![CDATA[Intelligent agents meet the semantic web in the aether]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/46/Intelligent-agents-meet-the-semantic-web-in-the-aether</link>
  <description><![CDATA[The software agents paradigm has received considerable research but has not yet found broad application. The vision is still sound and will be re-invigorated by two new developments: semantic web languages, which provide stronger knowledge sharing technology, and the emergence of pervasive computing environments, whose requirements match the strengths of multiagent systems.]]></description>
  <dc:date>2004-07-27</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/43/-Intelligent-Agents-meet-the-Semantic-Web-in-the-Aether">
  <title><![CDATA["Intelligent Agents meet the Semantic Web in the Aether]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/43/-Intelligent-Agents-meet-the-Semantic-Web-in-the-Aether</link>
  <description><![CDATA[The concept of an agent is ubiquitous in Computer Science. We employ it to talk about and to model a wide range of things from physical robots, to modules in client-server architectures, to human, to Internet-based information retrieval programs, to intelligent personal assistants. During the past decade a "software agents" paradigm has
emerged which views agents as autonomous, cooperating processes which use rich agent communication languages to exchange information and knowledge and to coo...]]></description>
  <dc:date>2004-07-20</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/event/html/id/35/Making-the-Web-Safe-for-Intelligent-Agents">
  <title><![CDATA[Making the Web Safe for Intelligent Agents]]></title>
  <link>http://ebiquity.umbc.edu/event/html/id/35/Making-the-Web-Safe-for-Intelligent-Agents</link>
  <description><![CDATA[Ontology is a branch of Philosophy that deals with the
nature of being. Ontologies are a theories of what exists
and help us experience and operate in the world by, as Plato
put it, "carving nature at its joints". In information
systems, ontologies are explicit formal specifications of a
domain's concepts, objects, and relations.  Ontologies
provide both a model of information to be represented and a
vocabulary to use in describing it.  The OWL Web Ontology
Language is a markup langua...]]></description>
  <dc:date>2004-06-14</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/getnews/html/id/27/Finin-gives-invited-talk-at-AAAI-2004">
  <title><![CDATA[Finin gives invited talk at AAAI 2004]]></title>
  <link>http://ebiquity.umbc.edu/getnews/html/id/27/Finin-gives-invited-talk-at-AAAI-2004</link>
  <description><![CDATA[Tim Finin will give an
invited talk on Intelligent Agents
meet the Semantic Web in the Aether at the Nineteenth National
Conference on Artificial Intelligence (AAAI-04) sponsored by the
American Association for Artificial Intelligence.  The AAAI-04
Conference was held in San Jose, California, at the San Jose
Convention Center, from 25-29 July, 2004.

 Finin's talk will focus on new uses of intelligent software agents
and multiagent systems.   "The software agents paradigm
has receiv...]]></description>
  <dc:date>2004-08-27</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/getnews/html/id/20/UMBC-Team-Wins-Award-at-Agentcities-Agent-Technology-Competition">
  <title><![CDATA[UMBC Team Wins Award at Agentcities Agent Technology Competition]]></title>
  <link>http://ebiquity.umbc.edu/getnews/html/id/20/UMBC-Team-Wins-Award-at-Agentcities-Agent-Technology-Competition</link>
  <description><![CDATA[A team of UMBC graduate students won the Best Student Entry
award at the 2003 Agentcities Agent Technology Competition.  The UMBC
team was advised by Professor  Tim
Finin and consisted of PhD students Youyong Zou, Harry Chen, Rong
Pan and Li Ding.  Their entry TAGA: A Travel Market Framework in
Agentcities. 

The international competition invited teams from industry, government
and academic research centers to enter a working software system
demonstrating the use of intelligent agent...]]></description>
  <dc:date>2003-02-06</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/8/DAML-ITTalks">
  <title><![CDATA[DAML / ITTalks]]></title>
  <link>http://ebiquity.umbc.edu/project/html/id/8/DAML-ITTalks</link>
  <description><![CDATA[DAML Tools for supporting Intelligent Information Annotation, Sharing and RetrievalWith the vast quantity of information now available on the Internet, there is a need to manage this information by marking it with a semantic language, such as DARPA Agent Markup Language (DAML), and using intelligent search engines and other tools, in conjunction with ontology-based matching, to provide better search results and data manipulation capabilities. The aim of the semantic web is to make the current...]]></description>
  <dc:date>2000-10-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/890/Leveraging-Artificial-Intelligence-to-Advance-Problem-Solving-with-Quantum-Annealers">
  <title><![CDATA[Leveraging Artificial Intelligence to Advance Problem-Solving with Quantum Annealers]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/890/Leveraging-Artificial-Intelligence-to-Advance-Problem-Solving-with-Quantum-Annealers</link>
  <description><![CDATA[We show how to advance quantum information processing, specifically problem-solving with quantum annealers, in the realm of artificial intelligence.  We introduce SAT++, as a novel quantum programming paradigm, that can compile classical algorithms (implemented in classical programming languages) and execute them on quantum annealers.   Moreover, we introduce a post-quantum error correction method that can find samples with significantly lower energy values, compared to the state-of-the-art t...]]></description>
  <dc:date>2020-05-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/880/Reinforcement-Quantum-Annealing-A-Quantum-Assisted-Learning-Automata-Approach">
  <title><![CDATA[Reinforcement Quantum Annealing: A Quantum-Assisted Learning Automata Approach]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/880/Reinforcement-Quantum-Annealing-A-Quantum-Assisted-Learning-Automata-Approach</link>
  <description><![CDATA[Superseded by.:  Ramin Ayanzadeh, Milton Halem, and Tim Finin, Reinforcement Quantum Annealing: A Hybrid Quantum Learning Automata, Nature Scientific Reports, v10, n1, May 2020.




We introduce the reinforcement quantum annealing (RQA) scheme in which an intelligent agent interacts with a quantum annealer that plays the stochastic environment role of learning automata and tries to iteratively find better Ising Hamiltonians for the given problem of interest. As a proof-of-concept, we pro...]]></description>
  <dc:date>2020-01-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/510/Tactical-Information-Technology-for-Assured-Network-Operations-Information-Dissemination-and-Management-for-Battle-Command-Support-Services">
  <title><![CDATA[Tactical Information Technology for Assured Network Operations Information Dissemination and Management for Battle Command Support Services]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/510/Tactical-Information-Technology-for-Assured-Network-Operations-Information-Dissemination-and-Management-for-Battle-Command-Support-Services</link>
  <description><![CDATA[The Tactical Information Technologies for Assured Network Operations (TITAN) Program is a multi- year effort to develop information dissemination and management services spanning multiple echelons in support of military planning and operations. The services developed within this program aim not to replace, but rather augment existing applications and to utilize available data sources. A key program objective is to integrate intelligent agents, web services, and traditional data sources in a s...]]></description>
  <dc:date>2010-11-30</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/498/Enforcing-Secure-and-Robust-Routing-with-Declarative-Policies">
  <title><![CDATA[Enforcing Secure and Robust Routing with Declarative Policies]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/498/Enforcing-Secure-and-Robust-Routing-with-Declarative-Policies</link>
  <description><![CDATA[Internet routers must adhere to many polices governing the selection of paths that meet potentially complex constraints on length, security, symmetry and organizational preferences.  Many routing problems are caused by their misconfiguration, usually due to a combination of human errors and the lack of a high-level formal language for specifying routing policies that can be used to generate router configurations.  We describe an approach that obviates many problems by using a declarative lang...]]></description>
  <dc:date>2010-10-31</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/1158/Intelligent-Agents-and-UICDS">
  <title><![CDATA[Intelligent Agents and UICDS]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/1158/Intelligent-Agents-and-UICDS</link>
  <description><![CDATA[UICDS is a prototype system being developed for the Department of Homeland Security (DHS) Science & Technology (S&T) Directorate. UICDS will provide a middleware foundation supporting better information awareness and sharing between commercial and government incident management systems to prevent, protect, respond, and recover from emergency and catastrophic situations. Its current architecture is founded on design requirements from the National Response Framework, National Incident Managemen...]]></description>
  <dc:date>2009-11-05</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/261/Integrating-Language-Understanding-Agents-Into-the-Semantic-Web">
  <title><![CDATA[Integrating Language Understanding Agents Into the Semantic Web]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/261/Integrating-Language-Understanding-Agents-Into-the-Semantic-Web</link>
  <description><![CDATA[Many intelligent agents need knowledge and information to
support their reasoning and problem solving. The World
Wide Web is a vast, open, accessible and free source of
knowledge, but virtually all of it is encoded as natural language
text � a form difficult for most agents to directly understand.
We describe initial work on adapting a mature language
understanding agent to process Web text and publish
its output in the SemanticWeb language OWL. This approach
adds knowledge on the W...]]></description>
  <dc:date>2005-11-04</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/568/Boosting-Semantic-Web-Data-Access-Using-Swoogle">
  <title><![CDATA[Boosting Semantic Web Data Access Using Swoogle]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/568/Boosting-Semantic-Web-Data-Access-Using-Swoogle</link>
  <description><![CDATA[One of the unique advantages brought by the Semantic Web
is that semantic web languages, such as RDF and OWL, offer a small but expressive set of common ontological constructs for agents to share knowledge on the Web. Instead of
hard coding knowledge inside intelligent agents, the semantic web enables agents to publish and consume knowledge
explicitly stored in web documents. The utility of the Semantic Web can be evaluated from three equally important
aspects: availability – is there e...]]></description>
  <dc:date>2005-07-09</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/238/The-SOUPA-Ontology-for-Pervasive-Computing">
  <title><![CDATA[The SOUPA Ontology for Pervasive Computing]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/238/The-SOUPA-Ontology-for-Pervasive-Computing</link>
  <description><![CDATA[This paper describes SOUPA (Standard Ontology for Ubiquitous
and Pervasive Applications) and the use of this ontology in building the Con-
text Broker Architecture (CoBrA). CoBrA is a new agent architecture for
supporting pervasive context-aware systems in a smart space environment.
The SOUPA ontology is expressed using the Web Ontology Language OWL
and includes modular component vocabularies to represent intelligent agents
with associated beliefs, desire, and intentions, time, space, e...]]></description>
  <dc:date>2005-07-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/209/On-Homeland-Security-and-the-Semantic-Web-A-Provenance-and-Trust-Aware-Inference-Framework">
  <title><![CDATA[On Homeland Security and the Semantic Web: A Provenance and Trust Aware Inference Framework]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/209/On-Homeland-Security-and-the-Semantic-Web-A-Provenance-and-Trust-Aware-Inference-Framework</link>
  <description><![CDATA[Discovering and evaluating interesting patterns and semantic associations in vast amount of information provided by many different sources is an important and time-consuming work for homeland security analysts. By publishing or converting such information in semantic web language, intelligent agents can automate the inference without compromising the semantics. This paper describes how trust and provenance can be represented/obtained in the Semantic Web and then be used to evaluate the trustw...]]></description>
  <dc:date>2005-03-21</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/paper/html/id/201/Intelligent-Agents-Meet-the-Semantic-Web-in-Smart-Spaces">
  <title><![CDATA[Intelligent Agents Meet the Semantic Web in Smart Spaces]]></title>
  <link>http://ebiquity.umbc.edu/paper/html/id/201/Intelligent-Agents-Meet-the-Semantic-Web-in-Smart-Spaces</link>
  <description><![CDATA[We describe a smart meeting room system called EasyMeeting that explores the use of multi-agent systems, Semantic Web ontologies, reasoning, and declarative policies for security and privacy. Building on a earlier pervasive computing system, EasyMeeting provides relevant services and information to meeting participants based on their situational needs. Our system exploits the context-aware support provided by the Context Broker Architecture (Cobra). Cobra's intelligent broker agent maintains ...]]></description>
  <dc:date>2004-11-01</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/research/area/id/12/Multi-Agent-Systems">
  <title><![CDATA[Multi-Agent Systems]]></title>
  <link>http://ebiquity.umbc.edu/research/area/id/12/Multi-Agent-Systems</link>
  <description><![CDATA[Multi-agent systems (MAS) is an approach to building loosely coupled distributed systems in which components are thought of or modeled as autonomous, self interested, intelligent agents.  The field is partly a target goal and partly a collection of techniques and technologies aimed at moving us toward that goal.]]></description>
  <dc:date>2026-06-06</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/110/Intelligent-agents-meet-the-semantic-web">
  <title><![CDATA[Intelligent agents meet the semantic web]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/110/Intelligent-agents-meet-the-semantic-web</link>
  <dc:date>2005-04-05</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/114/Intelligent-Agents-meet-the-Semantic-Web">
  <title><![CDATA[Intelligent Agents meet the Semantic Web]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/114/Intelligent-Agents-meet-the-Semantic-Web</link>
  <description><![CDATA[The concept of an agent is ubiquitous in Computer Science. During the past decade, a "software agents" paradigm has emerged, which views agents as autonomous, cooperating processes that use expressive communication languages to exchange information and knowledge and to coordinate their activities. This has been seen as a way to capitalize on opportunities (and solve many problems) created by the Internet and the Web. Yet the technology has not yet left our laboratories. Was it just another AI...]]></description>
  <dc:date>2005-04-05</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/40/Intelligent-Agents-meet-the-Semantic-Web-in-the-Aether-july-20-2004-">
  <title><![CDATA[Intelligent Agents meet the Semantic Web in the Aether (july 20, 2004)]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/40/Intelligent-Agents-meet-the-Semantic-Web-in-the-Aether-july-20-2004-</link>
  <dc:date>2004-07-20</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/197/Predicting-food-web-connectivity-Phylogenetic-scope-evidence-thresholds-and-intelligent-agents">
  <title><![CDATA[Predicting food web connectivity: Phylogenetic scope, evidence thresholds, and intelligent agents]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/197/Predicting-food-web-connectivity-Phylogenetic-scope-evidence-thresholds-and-intelligent-agents</link>
  <description><![CDATA[Presentation at the Ecological Society of America annual meeting in Memphis, TN  August 8, 2006. Part of a symposium organized by Tim Keitt and Bill Fagan: Structure and Dynamics of Ecological Networks.

We parameterize a model for predicting trophic links using previously published interaction networks and phylogenetic/taxonomic trees. Interactors in given food webs are identified where possible to scientific name at the most appropriate taxonomic level so that a tree can used to search fo...]]></description>
  <dc:date>2006-08-08</dc:date>
 </item>
 <item rdf:about="http://ebiquity.umbc.edu/resource/html/id/103/SEMDIS-poster-March-2005-">
  <title><![CDATA[SEMDIS poster (March 2005)]]></title>
  <link>http://ebiquity.umbc.edu/resource/html/id/103/SEMDIS-poster-March-2005-</link>
  <description><![CDATA[Discovering and evaluating interesting patterns and semantic
associations in vast amount of information provided by many different
sources is an important and time-consuming work for homeland security
analysts. By publishing or converting such information in semantic web
language, intelligent agents can automate the inference without
compromising the semantics. This paper describes how trust and
provenance can be represented/obtained in the SemanticWeb and then be
used to evaluate trus...]]></description>
  <dc:date>2005-03-17</dc:date>
 </item>
</rdf:RDF>
