Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 11 of 11 for “"Heterogeneous Information Network"”.
-
Privacy risk and de-anonymization in heterogeneous information networks
… are of multiple types, the released social network is a heterogeneous information network. Prior work has shown how privacy can be compromised in homogeneous information networks by the use of specific types of graph patterns. We show how the extra information derived from heterogeneity can …
-
IVIS: Search and visualization on heterogeneous information networks
… a system to support search and visualization on heterogeneous information networks. We first build our system on a specialized heterogeneous information network: DBLP. The system aims to facilitate people, especially computer science researchers, toward a better understanding and user experience …
-
Probabilistic interpretation of path-based relevance in heterogeneous information networks
As a powerful representation paradigm for networked and multi-typed data, the heterogeneous information network (HIN) is ubiquitous. Meanwhile, defining proper relevance measures has always been a fundamental problem and of great pragmatic importance for network mining tasks. Inspired by the …
-
ONet: Search, explore, and visualize hierarchical topic summarization on Twitter using network-OLAP
… publish posts about different topics or share information from various countries. Given a topic such as technology, it many form sub-topics like mobile devices and web news. Similarly, given a country, it naturally forms hierarchy such as states, counties, cities, and towns). Multi-dimensional …
-
Mining heterogeneous information networks
… entities are interconnected, forming gigantic networks. By structuring these objects and their interactions into multiple types, such networks become semi-structured heterogeneous information networks. Most real-world applications that handle big data, including interconnected social media and …
-
Graph regularized transductive classification on heterogeneous information networks
A heterogeneous information network is a network composed of multiple types of objects and links. Recently, it has been recognized that strongly-typed heterogeneous information networks are prevalent in the real world. Sometimes, label information is available for some objects. Learning from such …
-
Hefbib : hierarchical expert finding in heterogeneous bibliographic network
… a hierarchical approach to expert finding in heterogeneous bibliographic network, to construct an expert hierarchy given a seed textual topic hierarchy as well as retrieve authoritative experts given a search query. Experiments on synthetic toy examples and real-world DBLP dataset show …
-
A schema conversion approach for constructing heterogeneous information networks from documents
Information networks with multi-typed nodes and edges with different semantics are called heterogenous information networks. Since heterogeneous information networks embed more complex information than homogeneous information networks due to their multi-typed nodes and edges, mining such networks …
-
Publication venue recommendation in heterogeneous information networks
… evolve over time. Another line of works are network-based approaches, which make recommendations using co-author networks and author-venue links in the bibliographic information networks. However, we have not yet seen a general framework that incorporates a broad range of both content-based …
-
Entity recommendation and search in heterogeneous information networks
With the rapid development of social media and information network-based web services, data mining studies on network analysis have gained increasing attention in recent years. Many early studies focus on homogeneous network mining, with the assumption that the network nodes and links are of the …
-
Constructing and modeling text-rich information networks: a phrase mining-based approach
… which is often characterized by an explosion of information. Most of this surge owes its origin to the unstructured data in the wild like words, images and video as comparing to the structured information stored in fielded form in databases. The proliferation of text-heavy data is particularly …