Optimized Random Walk with Restart for Recommendation Systems

Advances in Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-030-18305-9_26 ◽

2019 ◽

pp. 320-332 ◽

Author(s):

Seyyed Mohammadreza Rahimi ◽

Rodrigo Augusto de Oliveira e Silva ◽

Behrouz Far ◽

Xin Wang

Keyword(s):

Random Walk ◽

Recommendation Systems ◽

Random Walk With Restart

Download Full-text

A scalable random walk with restart on heterogeneous networks with Apache Spark for ranking disease-related genes through type-II fuzzy data fusion

Journal of Biomedical Informatics ◽

10.1016/j.jbi.2021.103688 ◽

2021 ◽

Vol 115 ◽

pp. 103688

Author(s):

Mehdi Joodaki ◽

Nasser Ghadiri ◽

Zeinab Maleki ◽

Maryam Lotfi Shahreza

Keyword(s):

Random Walk ◽

Data Fusion ◽

Heterogeneous Networks ◽

Apache Spark ◽

Type Ii ◽

Random Walk With Restart ◽

Disease Related Genes

Download Full-text

Directed Graph-based Researcher Recommendation by Random Walk with Restart and Cosine Similarity

2020 Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems (SCIS-ISIS) ◽

10.1109/scisisis50064.2020.9322700 ◽

2020 ◽

Author(s):

Kanta Nakamura ◽

Kazushi Okamoto

Keyword(s):

Random Walk ◽

Directed Graph ◽

Cosine Similarity ◽

Random Walk With Restart

Download Full-text

A model based on random walk with restart to predict circRNA-disease associations on heterogeneous network

Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining ◽

10.1145/3341161.3343514 ◽

2019 ◽

Author(s):

Hüseyin Vural ◽

Mehmet Kaya ◽

Reda Alhajj

Keyword(s):

Random Walk ◽

Heterogeneous Network ◽

Random Walk With Restart ◽

Model Based ◽

Disease Associations

Download Full-text

Improving image retrieval effectiveness via random walk with restart

Optical Engineering ◽

10.1117/1.3027481 ◽

2008 ◽

Vol 47 (11) ◽

pp. 117003 ◽

Author(s):

Songhao Zhu

Keyword(s):

Random Walk ◽

Image Retrieval ◽

Random Walk With Restart ◽

Retrieval Effectiveness

Download Full-text

Fast Random Walk with Restart and Its Applications

Sixth International Conference on Data Mining (ICDM'06) ◽

10.1109/icdm.2006.70 ◽

2006 ◽

Author(s):

Hanghang Tong ◽

Christos Faloutsos ◽

Jia-yu Pan

Keyword(s):

Random Walk ◽

Random Walk With Restart

Download Full-text

Multi-label Classification Using Random Walk with Restart

2017 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC) ◽

10.1109/cyberc.2017.84 ◽

2017 ◽

Author(s):

Jinhong Liu ◽

Juan Yang

Keyword(s):

Random Walk ◽

Random Walk With Restart

Download Full-text

Inferring anatomical therapeutic chemical (ATC) class of drugs using shortest path and random walk with restart algorithms

Biochimica et Biophysica Acta (BBA) - Molecular Basis of Disease ◽

10.1016/j.bbadis.2017.12.019 ◽

2018 ◽

Vol 1864 (6) ◽

pp. 2228-2240 ◽

Author(s):

Lei Chen ◽

Tao Liu ◽

Xian Zhao

Keyword(s):

Random Walk ◽

Shortest Path ◽

Anatomical Therapeutic Chemical ◽

Random Walk With Restart

Download Full-text

Hidden Smile Correlation Discovery Across Subjects Using Random Walk with Restart

IEEE Transactions on Affective Computing ◽

10.1109/taffc.2017.2774278 ◽

2019 ◽

Vol 10 (1) ◽

pp. 76-84

Author(s):

Haotian Jiang ◽

Mustafa Coskun ◽

Alaa Badokhon ◽

Menghan Liu ◽

Ming-Chun Huang

Keyword(s):

Random Walk ◽

Random Walk With Restart

Download Full-text

Random walk with restart: A powerful network propagation algorithm in Bioinformatics field

2017 4th NAFOSTED Conference on Information and Computer Science ◽

10.1109/nafosted.2017.8108071 ◽

2017 ◽

Author(s):

Duc-Hau Le

Keyword(s):

Random Walk ◽

Random Walk With Restart ◽

Propagation Algorithm ◽

Network Propagation

Download Full-text

Fast Random Walk with Restart over a Signed Graph

The Journal of Society for e-Business Studies ◽

10.7838/jsebs.2015.20.2.155 ◽

2015 ◽

Vol 20 (2) ◽

pp. 155-166

Author(s):

Jaeseok Myung ◽

Junho Shim ◽

Bomil Suh

Keyword(s):

Random Walk ◽

Signed Graph ◽

Random Walk With Restart

Download Full-text