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		<rdfs:label><![CDATA[ALDA: Automated Legal Document Analytics]]></rdfs:label>
		<project:title><![CDATA[ALDA: Automated Legal Document Analytics]]></project:title>
		<project:description><![CDATA[<p>There has been an exponential growth in use of digitized legal documents in recent years. Majority of services on the Internet have associated legal documents such as Terms of Services, Privacy Policies and Service Level agreements. A large corpus of court cases, judgments and compliance/regulations are now digitally available for e-discovery. Moreover, businesses are maintaining large data sets of legal contracts that they have signed with their employees, customers and contractors. Furthermore, companies have to adhere to a variety of compliance and regulatory policies for many of these contracts, which are also increasingly digitally available. Managing and monitoring an ever increasing dataset of legal contracts, regulations and compliance is still a very manual and labour intensive job and can be a bottleneck in the smooth functioning of the enterprise.
<p>Our research aims at building a Legal Question and Answer (LQnA) system that will be built upon large scale document analytics of legal documents using various techniques from deep learning, machine learning, natural language processing and text mining. We are working to transform legal databases from textual databases to graph-based datasets using Semantic Web technologies. Our long term goal is to develop a system that for any given action or question, can highlight all the statutes, laws and case law that might be applicable on it and offer preliminary guidance to a counsel. As a shorter term vision, we're looking to see if we can automatically extract elements from compliance and regulatory legal documents that govern Information Technology (IT) outsourcing/cloud computing and automatically monitor for compliance.]]></project:description>
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				<pub:title><![CDATA[LLM based Knowledge Graph Approach to Automating Medical Device Regulatory Compliance]]></pub:title>
				<rdfs:label><![CDATA[LLM based Knowledge Graph Approach to Automating Medical Device Regulatory Compliance]]></rdfs:label>
				<pub:booktitle><![CDATA[2025 IEEE International Conference on Big Data (BigData)]]></pub:booktitle>
				<pub:publisher><![CDATA[IEEE]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2025-12-11T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Subhankar/Chattoraj"><person:name><![CDATA[Subhankar Chattoraj]]></person:name><rdfs:label><![CDATA[Subhankar Chattoraj]]></rdfs:label></person:Person>
				</pub:firstAuthor>
			</pub:InProceedings>
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			<pub:InProceedings rdf:about="http://ebiquity.umbc.edu/paper/html/id/1210/Security-Compliance-for-Smart-Manufacturing-using-Knowledgegraph-based-Digital-Twin">
				<pub:title><![CDATA[Security Compliance for Smart Manufacturing using Knowledgegraph based Digital Twin]]></pub:title>
				<rdfs:label><![CDATA[Security Compliance for Smart Manufacturing using Knowledgegraph based Digital Twin]]></rdfs:label>
				<pub:booktitle><![CDATA[BigCyber Workshop held in conjunction with 2025 IEEE International Conference on Big Data (BigData)]]></pub:booktitle>
				<pub:publisher><![CDATA[IEEE]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2025-12-11T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Javed/Tamboli"><person:name><![CDATA[Javed Tamboli]]></person:name><rdfs:label><![CDATA[Javed Tamboli]]></rdfs:label></person:Person>
				</pub:firstAuthor>
			</pub:InProceedings>
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		<project:relatedPublication>
			<pub:Article rdf:about="http://ebiquity.umbc.edu/paper/html/id/1212/TRUCE-TRUsted-Compliance-Enforcement-Service-for-Secure-Health-Data-Exchange">
				<pub:title><![CDATA[TRUCE: TRUsted Compliance Enforcement Service for Secure Health Data Exchange]]></pub:title>
				<rdfs:label><![CDATA[TRUCE: TRUsted Compliance Enforcement Service for Secure Health Data Exchange]]></rdfs:label>
				<pub:journal><![CDATA[Arxiv article]]></pub:journal>
				<pub:publisher><![CDATA[Arxiv]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2025-12-09T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Dae-young/Kim"><person:name><![CDATA[Dae-young Leroy Kim]]></person:name><rdfs:label><![CDATA[Dae-young Leroy Kim]]></rdfs:label></person:Person>
				</pub:firstAuthor>
			</pub:Article>
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			<pub:Article rdf:about="http://ebiquity.umbc.edu/paper/html/id/1200/Automating-IoT-Data-Privacy-Compliance-by-Integrating-Knowledge-Graphs-With-Large-Language-Models">
				<pub:title><![CDATA[Automating IoT Data Privacy Compliance by Integrating Knowledge Graphs With Large Language Models]]></pub:title>
				<rdfs:label><![CDATA[Automating IoT Data Privacy Compliance by Integrating Knowledge Graphs With Large Language Models]]></rdfs:label>
				<pub:journal><![CDATA[IEEE Access 2025]]></pub:journal>
				<pub:publisher><![CDATA[IEEE]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2025-07-25T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Kelvin/Echenim"><person:name><![CDATA[Kelvin Echenim]]></person:name><rdfs:label><![CDATA[Kelvin Echenim]]></rdfs:label></person:Person>
				</pub:firstAuthor>
			</pub:Article>
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				<pub:title><![CDATA[Integrating Knowledge Graphs with Retrieval-Augmented Generation to Automate IoT Device Security Compliance]]></pub:title>
				<rdfs:label><![CDATA[Integrating Knowledge Graphs with Retrieval-Augmented Generation to Automate IoT Device Security Compliance]]></rdfs:label>
				<pub:booktitle><![CDATA[2025 IEEE International Conference on Intelligence and Security Informatics (ISI)]]></pub:booktitle>
				<pub:publisher><![CDATA[IEEE]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2025-07-14T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Mohammed/Islam"><person:name><![CDATA[Mohammed Islam]]></person:name><rdfs:label><![CDATA[Mohammed Islam]]></rdfs:label></person:Person>
				</pub:firstAuthor>
			</pub:InProceedings>
		</project:relatedPublication>
		<project:relatedPublication>
			<pub:InProceedings rdf:about="http://ebiquity.umbc.edu/paper/html/id/1193/Real-Time-Detection-of-Online-Health-Misinformation-using-an-Integrated-Knowledgegraph-LLM-Approach">
				<pub:title><![CDATA[Real-Time Detection of Online Health Misinformation using an Integrated Knowledgegraph-LLM Approach]]></pub:title>
				<rdfs:label><![CDATA[Real-Time Detection of Online Health Misinformation using an Integrated Knowledgegraph-LLM Approach]]></rdfs:label>
				<pub:booktitle><![CDATA[IEEE International Conference on Digital Health (ICDH) , 2025 at IEEE World Congress on Services 2025]]></pub:booktitle>
				<pub:publisher><![CDATA[IEEE]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2025-07-11T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Ommo/Clark"><person:name><![CDATA[Ommo Clark]]></person:name><rdfs:label><![CDATA[Ommo Clark]]></rdfs:label></person:Person>
				</pub:firstAuthor>
			</pub:InProceedings>
		</project:relatedPublication>
		<project:relatedPublication>
			<pub:InProceedings rdf:about="http://ebiquity.umbc.edu/paper/html/id/1186/MedReg-KG-KnowledgeGraph-for-Streamlining-Medical-Device-Regulatory-Compliance">
				<pub:title><![CDATA[MedReg-KG: KnowledgeGraph for Streamlining Medical Device Regulatory Compliance]]></pub:title>
				<rdfs:label><![CDATA[MedReg-KG: KnowledgeGraph for Streamlining Medical Device Regulatory Compliance]]></rdfs:label>
				<pub:booktitle><![CDATA[4th Workshop on Knowledge Graphs and Big Data in Conjunction with IEEE BigData 2024]]></pub:booktitle>
				<pub:publisher><![CDATA[IEEE]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2024-12-15T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Subhankar/Chattoraj"><person:name><![CDATA[Subhankar Chattoraj]]></person:name><rdfs:label><![CDATA[Subhankar Chattoraj]]></rdfs:label></person:Person>
				</pub:firstAuthor>
			</pub:InProceedings>
		</project:relatedPublication>
		<project:relatedPublication>
			<pub:InProceedings rdf:about="http://ebiquity.umbc.edu/paper/html/id/1127/IoT-Reg-A-Comprehensive-Knowledge-Graph-for-Real-Time-IoT-Data-Privacy-Compliance">
				<pub:title><![CDATA[IoT-Reg: A Comprehensive Knowledge Graph for Real-Time IoT Data Privacy Compliance]]></pub:title>
				<rdfs:label><![CDATA[IoT-Reg: A Comprehensive Knowledge Graph for Real-Time IoT Data Privacy Compliance]]></rdfs:label>
				<pub:booktitle><![CDATA[IEEE Big Data 2023, 3rd Workshop on Knowledge Graphs and Big Data]]></pub:booktitle>
				<pub:publisher><![CDATA[IEEE]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2023-12-15T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Kelvin/Echenim"><person:name><![CDATA[Kelvin Echenim]]></person:name><rdfs:label><![CDATA[Kelvin Echenim]]></rdfs:label></person:Person>
				</pub:firstAuthor>
			</pub:InProceedings>
		</project:relatedPublication>
		<project:relatedPublication>
			<pub:Proceedings rdf:about="http://ebiquity.umbc.edu/paper/html/id/1073/An-Overview-of-Cybersecurity-Knowledge-Graphs-Mapped-to-the-MITRE-ATT-CK-Framework-Domains">
				<pub:title><![CDATA[An Overview of Cybersecurity Knowledge Graphs Mapped to the MITRE ATT&CK Framework Domains]]></pub:title>
				<rdfs:label><![CDATA[An Overview of Cybersecurity Knowledge Graphs Mapped to the MITRE ATT&CK Framework Domains]]></rdfs:label>
				<pub:booktitle><![CDATA[IEEE International conference on Intelligence and Security Informatics (ISI 2023)]]></pub:booktitle>
				<pub:publisher><![CDATA[IEEE]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2023-10-03T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Josh/Bolton"><person:name><![CDATA[Josh Bolton]]></person:name><rdfs:label><![CDATA[Josh Bolton]]></rdfs:label></person:Person>
				</pub:firstAuthor>
			</pub:Proceedings>
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		<project:relatedPublication>
			<pub:InProceedings rdf:about="http://ebiquity.umbc.edu/paper/html/id/1060/Policy-Integrated-Blockchain-to-Automate-HIPAA-Part-2-Compliance">
				<pub:title><![CDATA[Policy Integrated Blockchain to Automate HIPAA Part 2 Compliance]]></pub:title>
				<rdfs:label><![CDATA[Policy Integrated Blockchain to Automate HIPAA Part 2 Compliance]]></rdfs:label>
				<pub:booktitle><![CDATA[IEEE International Conference on Digital Health (ICDH) 2023 in IEEE World Congress on Services 2023]]></pub:booktitle>
				<pub:publisher><![CDATA[IEEE]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2023-07-05T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/James/Clavin"><person:name><![CDATA[James Clavin]]></person:name><rdfs:label><![CDATA[James Clavin]]></rdfs:label></person:Person>
				</pub:firstAuthor>
			</pub:InProceedings>
		</project:relatedPublication>
		<project:relatedPublication>
			<pub:InProceedings rdf:about="http://ebiquity.umbc.edu/paper/html/id/1029/MATS-A-Multi-aspect-and-Adaptive-Trust-based-Situation-aware-Access-Control-Framework-for-Federated-Data-as-a-Service-Systems">
				<pub:title><![CDATA[MATS: A Multi-aspect and Adaptive Trust-based Situation-aware Access Control Framework for Federated Data-as-a-Service Systems]]></pub:title>
				<rdfs:label><![CDATA[MATS: A Multi-aspect and Adaptive Trust-based Situation-aware Access Control Framework for Federated Data-as-a-Service Systems]]></rdfs:label>
				<pub:booktitle><![CDATA[IEEE International Services Computing Conference (SCC) 2022 in IEEE World Congress on Services 2022]]></pub:booktitle>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2022-07-30T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Dae-young/Kim"><person:name><![CDATA[Dae-young Leroy Kim]]></person:name><rdfs:label><![CDATA[Dae-young Leroy Kim]]></rdfs:label></person:Person>
				</pub:firstAuthor>
			</pub:InProceedings>
		</project:relatedPublication>
		<project:relatedPublication>
			<pub:Article rdf:about="http://ebiquity.umbc.edu/paper/html/id/1012/A-Semantically-Rich-Framework-to-Automate-Cloud-Service-Level-Agreements">
				<pub:title><![CDATA[A Semantically Rich Framework to Automate Cloud Service Level Agreements]]></pub:title>
				<rdfs:label><![CDATA[A Semantically Rich Framework to Automate Cloud Service Level Agreements]]></rdfs:label>
				<pub:journal><![CDATA[IEEE Transactions on Services Computing]]></pub:journal>
				<pub:publisher><![CDATA[IEEE]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2022-01-12T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Divya/Ganapathy"><person:name><![CDATA[Divya N Ganapathy]]></person:name><rdfs:label><![CDATA[Divya N Ganapathy]]></rdfs:label></person:Person>
				</pub:firstAuthor>
			</pub:Article>
		</project:relatedPublication>
		<project:relatedPublication>
			<pub:InProceedings rdf:about="http://ebiquity.umbc.edu/paper/html/id/1010/Trusted-Compliance-Enforcement-Framework-for-Sharing-Health-Big-Data">
				<pub:title><![CDATA[Trusted Compliance Enforcement Framework for Sharing Health Big Data]]></pub:title>
				<rdfs:label><![CDATA[Trusted Compliance Enforcement Framework for Sharing Health Big Data]]></rdfs:label>
				<pub:booktitle><![CDATA[IEEE BigData 2021 4th Special Session on HealthCare Data]]></pub:booktitle>
				<pub:publisher><![CDATA[IEEE]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2021-12-15T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Dae-young/Kim"><person:name><![CDATA[Dae-young Leroy Kim]]></person:name><rdfs:label><![CDATA[Dae-young Leroy Kim]]></rdfs:label></person:Person>
				</pub:firstAuthor>
			</pub:InProceedings>
		</project:relatedPublication>
		<project:relatedPublication>
			<pub:Article rdf:about="http://ebiquity.umbc.edu/paper/html/id/995/Semantically-Rich-Framework-to-Automate-Cyber-Insurance-Services">
				<pub:title><![CDATA[Semantically Rich Framework to Automate Cyber Insurance Services]]></pub:title>
				<rdfs:label><![CDATA[Semantically Rich Framework to Automate Cyber Insurance Services]]></rdfs:label>
				<pub:journal><![CDATA[IEEE Transactions on Services Computing]]></pub:journal>
				<pub:publisher><![CDATA[IEEE]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2021-11-01T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Ketki/Sane"><person:name><![CDATA[Ketki Sane]]></person:name><rdfs:label><![CDATA[Ketki Sane]]></rdfs:label></person:Person>
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			</pub:Article>
		</project:relatedPublication>
		<project:relatedPublication>
			<pub:InProceedings rdf:about="http://ebiquity.umbc.edu/paper/html/id/993/The-Effect-of-Text-Ambiguity-on-creating-Policy-Knowledge-Graphs">
				<pub:title><![CDATA[The Effect of Text Ambiguity on creating Policy Knowledge Graphs]]></pub:title>
				<rdfs:label><![CDATA[The Effect of Text Ambiguity on creating Policy Knowledge Graphs]]></rdfs:label>
				<pub:booktitle><![CDATA[IEEE International Conference on Big Data and Cloud Computing (BDCloud 2021)]]></pub:booktitle>
				<pub:publisher><![CDATA[IEEE]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2021-09-30T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Anantaa/Kotal"><person:name><![CDATA[Anantaa Kotal]]></person:name><rdfs:label><![CDATA[Anantaa Kotal]]></rdfs:label></person:Person>
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			</pub:InProceedings>
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				<pub:booktitle><![CDATA[IEEE International Services Computing Conference (SCC) 2021 in IEEE World Congress on Services 2021]]></pub:booktitle>
				<pub:publisher><![CDATA[IEEE]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2021-09-06T00:00:00-05:00</pub:publishedOn>
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				<pub:publisher><![CDATA[IEEE]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2021-05-17T00:00:00-05:00</pub:publishedOn>
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				</pub:firstAuthor>
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				<pub:title><![CDATA[A Semantically Rich Knowledge Graph to Automate HIPAA Regulations for Cloud Health IT Services]]></pub:title>
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				<pub:publisher><![CDATA[IEEE]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2021-05-15T00:00:00-05:00</pub:publishedOn>
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				<pub:publishedOn rdf:datatype="&xsd;dateTime">2020-12-13T00:00:00-05:00</pub:publishedOn>
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				<pub:booktitle><![CDATA[IEEE International Conference on Cloud Computing (CLOUD), 2020]]></pub:booktitle>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2020-10-19T00:00:00-05:00</pub:publishedOn>
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				<pub:publishedOn rdf:datatype="&xsd;dateTime">2019-07-08T00:00:00-05:00</pub:publishedOn>
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				<pub:publishedOn rdf:datatype="&xsd;dateTime">2019-02-05T00:00:00-05:00</pub:publishedOn>
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				<pub:publishedOn rdf:datatype="&xsd;dateTime">2018-07-06T00:00:00-05:00</pub:publishedOn>
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				<pub:publishedOn rdf:datatype="&xsd;dateTime">2017-05-24T00:00:00-05:00</pub:publishedOn>
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				<rdfs:label><![CDATA[Semantic Approach to Automating Management of Big Data Privacy Policies]]></rdfs:label>
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				<pub:publisher><![CDATA[IEEE]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2016-12-02T00:00:00-05:00</pub:publishedOn>
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				</pub:firstAuthor>
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				<rdfs:label><![CDATA[Streamlining Management of Multiple Cloud Services]]></rdfs:label>
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				<pub:publisher><![CDATA[IEEE Computer Society]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2016-06-27T00:00:00-05:00</pub:publishedOn>
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				<rdfs:label><![CDATA[Automatic Extraction of Metrics from SLAs for Cloud Service Management]]></rdfs:label>
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				<rdfs:label><![CDATA[Parallelizing Natural Language Techniques for Knowledge Extraction from Cloud Service Level Agreements]]></rdfs:label>
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				<rdfs:label><![CDATA[Automating Cloud Service Level Agreements using Semantic Technologies]]></rdfs:label>
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				<pub:publisher><![CDATA[IEEE Computer Society]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2015-03-12T00:00:00-05:00</pub:publishedOn>
				<pub:firstAuthor><person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Karuna/Joshi"><person:name><![CDATA[Karuna Pande Joshi]]></person:name><rdfs:label><![CDATA[Karuna Pande Joshi]]></rdfs:label></person:Person>
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				<rdfs:label><![CDATA[Automating Cloud Services Lifecycle through Semantic technologies]]></rdfs:label>
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				<pub:publisher><![CDATA[IEEE Computer Society Press]]></pub:publisher>
				<pub:publishedOn rdf:datatype="&xsd;dateTime">2014-01-01T00:00:00-05:00</pub:publishedOn>
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			<pub:title><![CDATA[Automating Cloud Services Lifecycle through Semantic technologies]]></pub:title>
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