Search Results for author: Hung Nghiep Tran

Found 7 papers, 5 papers with code

Multi-Relational Embedding for Knowledge Graph Representation and Analysis

4 code implementations PhD Dissertation, The Graduate University for Advanced Studies, SOKENDAI, Japan 2020 Hung Nghiep Tran

The goal of this thesis is first to study multi-relational embedding on knowledge graphs to propose a new embedding model that explains and improves previous methods, then to study the applications of multi-relational embedding in representation and analysis of knowledge graphs.

Computational Efficiency Knowledge Graph Embedding +6

Multi-Partition Embedding Interaction with Block Term Format for Knowledge Graph Completion

2 code implementations29 Jun 2020 Hung Nghiep Tran, Atsuhiro Takasu

Knowledge graph embedding methods perform this task by representing entities and relations as embedding vectors and modeling their interactions to compute the matching score of each triple.

Knowledge Graph Completion Knowledge Graph Embedding +3

Exploring Scholarly Data by Semantic Query on Knowledge Graph Embedding Space

1 code implementation17 Sep 2019 Hung Nghiep Tran, Atsuhiro Takasu

The knowledge graph can be modeled by knowledge graph embedding methods, which represent entities and relations as embedding vectors in semantic space, then model the interactions between these embedding vectors.

Knowledge Graph Embedding Link Prediction +2

Analyzing Knowledge Graph Embedding Methods from a Multi-Embedding Interaction Perspective

1 code implementation27 Mar 2019 Hung Nghiep Tran, Atsuhiro Takasu

In this paper, we propose a multi-embedding interaction mechanism as a new approach to uniting and generalizing these models.

Knowledge Graph Embedding Knowledge Graphs +4

SciRecSys: A Recommendation System for Scientific Publication by Discovering Keyword Relationships

no code implementations27 Feb 2015 Vu Le Anh, Vo Hoang Hai, Hung Nghiep Tran, Jason J. Jung

In this work, we propose a new approach for discovering various relationships among keywords over the scientific publications based on a Markov Chain model.

Author Name Disambiguation by Using Deep Neural Network

no code implementations27 Feb 2015 Hung Nghiep Tran, Tin Huynh, Tien Do

In this research, we evaluate the proposed method on a dataset containing Vietnamese author names.

Cannot find the paper you are looking for? You can Submit a new open access paper.