0.134 0.151 0.151 0.142 Background 0.133 0.134 0.133 0.133 Related work 0.151 0.153 0.153 0.148 Method 0.132 0.140 0.137 0.131 Evaluation 0.130 0.127 0.128 0.125 Discussion 0.132 0.133 0.133 0.127 Conclusion 0.130 0.135 0.132 0.126 For most of locations, the highest similarity value (bolded) is achieved when the window size of the context is 1. There is an exception, where in the case of Evalua...

We present RECOG (Recognition and Exploration of COntent Graphs), a system for visualizing and interacting with speaker content graphs constructed from large data sets of speech recordings. In a speaker content graph, nodes represent speech signals and edges represent speaker similarity. First, we describe a layout algorithm that optimizes content graphs for ease of navigability. We then presen...

In this paper, we have adopted methods from Social Network Analysis in order to analyze adjacency graphs. Our intent was to uncover as much hidden structures as possible so as to improve adjacency requirements before they are used further on during the design process. To that end, we have conducted a case study using two readily available software packages (Gephi, Pajek), concluding that these ...

The conduct of online classes has emerged as one the major changes in educational landscape at onset COVID-19. Its implementation been met by varying reactions that have become evident social media, particularly on Twitter. This paper analyzed #onlineclasses tweets Filipino users using network analysis through Gephi and NodeXL software. resulting 2,278 998 interactions with many groups small am...

This paper presents a literature based discovery (LBD) implementation that uses Lucene for indexing, the Semantic Vectors (SV) package for latent semantic analysis, Neo4j for graph database storage, Gephi for visual representation along with custom code written by the author. The approach of using a latent semantic analysis based systems like SV to do LBD is not new, but going the next steps of...

This paper explores the use of Social Network Analysis (SNA) for individual historians, by focusing on the correspondence archives of Rosey E. Pool (1905-1971). Pool’s position in her international network of writers and scholars will be examined through her contacts with Hoyt W. Fuller and Robert Hayden over the period 1966 to 1971. The different positions these three actors held towards The F...