this is Ruoming Jin's homepage
am an associate professor in the Computer Science
Department, Kent State University.
general research interests are on Data Mining, Database,
Biomedical Informatics and Cloud Computing.
current research focus is on Big Data, especially, Big Graph
Data! My group is developing novel algorithmic and system
solutions to manage and analyze massive graph and network
data. We also work on the applications of graph/network
mining on semantic web, social network, biomedical
informatics, and transportation systems.
Science and Graph Mining
Shen, Ruoming Jin, Dejing Dou, Nafisa Chowdhury, Junfeng Sun,
Brigitte Piniewski, and David Kil, Socialized Gaussian Process
Model for Human Behavior Prediction in a Health Social Network,
Shen and Ruoming Jin, Learning personal + social latent factor
model for social recommendation, KDD'12.
Jin, Victor E. Lee, and Hui Hong, Axiomatic
Ranking of Network Role Similarity, in KDD'11.
Ruan, Ruoming Jin, and Yan Huang, Distance
Preserving Graph Simplification, in ICDM'11.
Liu, Paea LePendu, Ruoming Jin, and Dejing Dou, A
Hypergraph-based Method for Discovering Semantically Associated
Itemsets, in ICDM'11.
Aggrawal, Yao Li, Philip Yu, and Ruoming Jin, On
Dense Pattern Mining in Graph Streams, in
Ruan, Ruoming Jin, Victor Lee, and Kun Huang, A
Sparsification Approach for Temporal Graphical Model
Decomposition, in ICDM'09.
Lin Liu, Ruoming Jin, Charu Aggrawal, and Yelong Shen,
Reliable Clustering on Uncertain Graphs, ICDM'12.
Jin, Lin Liu, Charu C. Aggarwal, Discovering
Highly Reliable Subgraphs in Uncertain Graphs, in
Jin, Lin Liu, Bolin Ding, and Haixun Wang, Distance-Constraint
Realiability Computation in Uncertain Graphs, in
Jin, Ning Ruan, Saikat Dey, and Jeffrey Yu Xu, SCARAB: Scaling
Reachability Computation on Large Graphs, SIGMOD'12.
Jin, Ning Ruan, Yang Xiang, and Victor Lee, A Highway-Centric
Labeling Approach for Answering Distance Queries on Large
Sparse Graphs, SIGMOD'12.
Gao, Ruoming Jin, Jiashuai Zhou, Jeffrey Xu Yu, Xiao Jiang,
Tengjiao Wang, Relational Approach for Shortest Path
Discovery over Large Graphs, in VLDB'12.
Gao, Jeffrey Xu Yu, Ruoming Jin, Jiashui Zhou, Tengjiao Wang,
and Dongqiang Yang, Neighborhood-Privacy
Protected Shortest Distance Computing in Cloud, in
Jin, Hui Hong, Haixun Wang, Ning Ruan, and Yang Xiang,
Label Constraint Reachability in Graph Databases,
Jin, Ning Ruan, Yang Xiang, and Haixun Wang, Path-tree:
An efficient reachability indexing scheme for large directed
Trans. Database Syst. 36(1): 7 (2011), Journal Version of
SIGMOD'08 Paper: Efficiently
Answering Reachability Query in Very Large Directed Graphs.
Jin, Yang Xiang, Ning Ruan, and Dave Fuhry, 3-HOP:
A High-Compression Indexing Scheme for Reachability Query,
Ding, Haixun Wang, Ruoming Jin, and Jiawei Han, and Zhongyuan
Wang, Optimizing Index for Taxonomy Keyword Search, SIGMOD'12.
Xiang, Ruoming Jin, David Fuhry, and Feodor Dragan, Summarizing
transactional databases with overlapped hyperrectangles.
Min. Knowl. Discov. 23(2): 215-251 (2011), Journal Version
of KDD'08 Paper: Succinct
summarization of transactional databases: an overlapped
Jin, Yang Xiang, Hui Hong and Kun Huang, Block
Interaction: A Generative Summarization Scheme for Frequent
Patterns, in UP'10 (Link,
Jin, Yang Xiang, and Lin Liu, Cartesian
Contour: A Concise Representation for a Collection of Frequent
Du, Ruoming Jin, Liang
Ding, Victor Lee, and John Thornton, Migration
Motif: A spatial-temporal pattern mining approach for financial
Jin, Yang Xiang, Dave Fuhry, and Feodor Dragan,
Matrix Pattern Visualization: a Hypergraph Approach,
Jin, Muad Abu-Ata, Yang Xiang, and Ning Ruan, Effective
and efficient itemset pattern summarization: regression-based
264, Kent State University
last name at cs
dot kent dot edu