Graph-Based Text Representation: A Survey of Current Approaches

Geehan Sabah Hassan ； Asma Khazaal Abdulsahib ； Siti Sakira Kamaruddin

《Research Journal of Applied Sciences, Engineering and Technology》 14卷9期 (2017/09) Pp. 334-340

https://doi.org/10.19026/rjaset.14.5073

摘要

Lately, we have seen the problem of sparsity data has increased due to the increase in the amount of available documentation on the Internet, to take care of this issue need to choose the best strategy for the representation of the content. In recent years, scientists have been switched to the representation of the content graphically. Because the results of previous studies proved that the represented data as graphs reduce the problem of sparse data. So this study aims to review the sorts of graphs used to represent the content of documents. Were the exploratory outcomes recommended that our methodologies are superior to other methodologies in each of the synthetic global data sets and the real.

關鍵字

Concept Frame Graph (CFG) ； Conceptual Graphs Model (CGM) ； Dependency Graph (DG) ； Formal Concept Analysis (FCA) ； sparsity problem ； text representation schemes