Search research articles

ABOUT JoVE

Overview Leadership Blog JoVE Help Center

AUTHORS

Publishing Process Editorial Board Scope & Policies Peer Review FAQ Submit

LIBRARIANS

Testimonials Subscriptions Access Resources Library Advisory Board FAQ

RESEARCH

JoVE Journal Methods Collections JoVE Encyclopedia of Experiments Archive

EDUCATION

JoVE Core JoVE Business JoVE Science Education JoVE Lab Manual Faculty Resource Center Faculty Site

Terms & Conditions of Use

Search research articles

Related Experiment Videos

Mobile human network management and recommendation by probabilistic social mining.

Jun-Ki Min¹, Sung-Bae Cho

¹Department of Computer Science, Yonsei University, Seoul, Korea. loomlike@sclab.yonsei.ac.kr

IEEE Transactions on Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the IEEE Systems, Man, and Cybernetics Society

|December 22, 2010

Summary

This study introduces SmartPhonebook, a system that mines mobile social connections and personal contexts to manage relationships. It acts as an assistant, recommending contacts and visualizing social networks for better mobile social networking.

Related Concept Videos

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by

Same author

SGA-DT: An adaptive fusion framework for missing data imputation and interpretable healthcare classification.

PloS one·2026

Same author

Continual Learning by Contrastive Learning of Regularized Classes in Multivariate Gaussian Distributions.

International journal of neural systems·2025

Same author

Improving myocardial infarction diagnosis with Siamese network-based ECG analysis.

PloS one·2025

Same author

Time-frequency transformation integrated with a lightweight convolutional neural network for detection of myocardial infarction.

BMC medical imaging·2024

Same author

Small heterodimer partner-interacting leucine zipper protein suppresses pain and cartilage destruction in an osteoarthritis model by modulating the AMPK/STAT3 signaling pathway.

Arthritis research & therapy·2024

Same author

Long-term outcome of interstitial lung disease in patients with primary Sjögren's syndrome: a retrospective observational study.

The Korean journal of internal medicine·2024

Area of Science:

Computer Science
Human-Computer Interaction
Social Computing

Background:

Mobile devices are increasingly used for social networking, but methods for managing social connections are underdeveloped.
Existing research often focuses on context utilization within social networks, neglecting the management of the human network itself.

Purpose of the Study:

To present SmartPhonebook, a system designed to mine users' social connections and manage relationships by reasoning social and personal contexts.
To develop an artificial assistant that recommends contacts and visualizes social situations for mobile users.

Main Methods:

Inferring social contexts from mobile contact patterns.
Extracting personal contexts (emotional states, behaviors) from mobile logs.
Utilizing Bayesian networks to handle uncertainties in mobile environments.

Related Experiment Videos

Main Results:

SmartPhonebook successfully mines social connections and personal contexts.
The system recommends relevant contacts and visualizes social network information.
Experimental results demonstrate an efficient and informative approach to mobile social networking.

Conclusions:

SmartPhonebook offers a novel method for managing mobile social networks by integrating social and personal context inference.
The system enhances user awareness of their social situations and facilitates relationship management.
The approach provides an efficient and informative solution for the evolving landscape of mobile social networking.