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1
A Context-Driven Subgraph Model for Literature-Based Discovery
In: Kno.e.sis Publications (2014)
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iExplore: Interactive Browsing and Exploring Biomedical Knowledge
In: Amit P. Sheth (2014)
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3
FACES: Diversity-Aware Entity Summarization using Incremental Hierarchical Conceptual Clustering
In: Amit P. Sheth (2014)
Abstract: Semantic Web documents that encode facts about entities on the Web have been growing rapidly in size and evolving over time. Creating summaries on lengthy Semantic Web documents for quick identification of the corresponding entity has been of great contemporary interest. In this paper, we explore automatic summarization techniques that characterize and enable identification of an entity and create summaries that are human friendly. Specifically, we highlight the importance of diversified (faceted) summaries by combining three dimensions: diversity, uniqueness, and popularity. Our novel diversity-aware entity summarization approach mimics human conceptual clustering techniques to group facts, and picks representative facts from each group to form concise (i.e., short) and comprehensive (i.e., improved coverage through diversity) summaries. We evaluate our approach against the state-of-the-art techniques and show that our work improves both the quality and the efficiency of entity summarization.
Keyword: Bioinformatics; Communication; Communication Technology and New Media; Computer Science and Engineering; Computer Sciences; Databases and Information Systems; DBpedia; Entity Summarization; Hierarchical Conceptual Clustering; Life Sciences; OS and Networks; Physical Sciences and Mathematics; Ranking; RDF; Science and Technology Studies; Social and Behavioral Sciences
URL: https://works.bepress.com/amit_sheth/496
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4
A Graph-Based Recovery and Decomposition of Swanson’s Hypothesis using Semantic Predications
In: Krishnaprasad Thirunarayan (2014)
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5
Show Me What You Mean! Exploiting Domain Semantics in Ontology Visualization
In: Amit P. Sheth (2014)
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6
Semantics-Based Information Brokering
In: Amit P. Sheth (2014)
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7
Semantics for the Semantic Web: The Implicit, the Formal and the Powerful
In: Amit P. Sheth (2014)
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8
Context-Driven Automatic Subgraph Creation for Literature-Based Discovery
In: Amit P. Sheth (2014)
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9
SWETO: Large-Scale Semantic Web Test-bed
In: Amit P. Sheth (2014)
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10
Identifying Seekers and Suppliers in Social Media Communities to Support Crisis Coordination
In: Amit P. Sheth (2014)
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11
Updating Relational Views Using Knowledge at View Definition and View Update Time
In: Amit P. Sheth (2014)
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12
Semantic Visualization: Interfaces for Exploring and Exploiting Ontology, Knowledgebase, Heterogeneous Content and Complex Relationships
In: Amit P. Sheth (2014)
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13
What Kind of #Conversation is Twitter? Mining #Psycholinguistic Cues for Emergency Coordination
In: Amit P. Sheth (2014)
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14
FACES: Diversity-Aware Entity Summarization using Incremental Hierarchical Conceptual Clustering
In: Krishnaprasad Thirunarayan (2014)
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15
Identifying Seekers and Suppliers in Social Media Communities to Support Crisis Coordination
In: Kno.e.sis Publications (2014)
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16
ρ-Queries: Enabling Querying for Semantic Associations on the Semantic Web
In: Amit P. Sheth (2014)
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17
Online Information Searching for Cardiovascular Diseases: An Analysis of Mayo Clinic Search Query Logs
In: Kno.e.sis Publications (2014)
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18
Comparative Analysis of Online Health Queries Originating from Personal Computers and Smart Devices on a Consumer Health Information Portal
In: Amit P. Sheth (2014)
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19
Expressive Extensions to Inheritance Networks
In: Krishnaprasad Thirunarayan (2014)
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20
Visualization of Events in a Spatially and Multimedia Enriched Virtual Environment
In: Amit P. Sheth (2014)
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