dfpl/chronograph-practice

ChronoGraph is a temporal graph traversal platform enabling efficient information diffusion analyses over time. The repository reproduces the temporal syntax and the temporal supports presented in the papers in Publication section.

Introduction

ChronoGraph is a temporal graph traversal platform enabling efficient information diffusion analyses over time.

The repository reproduces the temporal syntax and the temporal supports presented in the papers in Publication section

Specification

Open JDK 15

Progress

Static property graph implementing Tinkerpop Blueprints - a de-facto standard for property graph interface (Note: slightly modified for efficiency) URL

Traversal engine for static property graphs implementing Tinkerpop Gremlin (TODO)

Paper Publication

Byun, Jaewook. "Enabling time-centric computation for efficient temporal graph traversals from multiple sources." IEEE Transactions on Knowledge and Data Engineering (2020). URL

Byun, Jaewook, Sungpil Woo, and Daeyoung Kim. "Chronograph: Enabling temporal graph traversals for efficient information diffusion analysis over time." IEEE Transactions on Knowledge and Data Engineering 32.3 (2019): 424-437. URL

Byun, Jaewook, and Daeyoung Kim. "Object traceability graph: Applying temporal graph traversals for efficient object traceability." Expert Systems with Applications 150 (2020): 113287. URL

Contact

Data Frameworks and Platforms Laboratory (DFPL) URL

Maintainer:

Prof. Jaewook Byun

Assistant Professor, Department of Software, Sejong University, Republic of Korea: [email protected]

Associate Director, Auto-ID Labs, Korea: [email protected]

Contributors:

Prof. Jaewook Byun, [email protected]

Haifa Gaza, [email protected]

Juhyeok Lee, [email protected]

Jaehyun Ahn, [email protected]