Data Analytics: In this final step, we use a visualization tool to load the data from the warehouse and use it to extract meaningful insights and patterns from the data, in the form of charts, graphs and reports. Choosing a data analytics stack - proprietary or open-source? When it comes...
Building Document Graphs for Multiple News Articles Summarization: An Event-Based ApproachSince most of news articles report several events and these events are referred in many related documents, we propose an event-based approach to visualize documents as graph on different conceptual granularities. ...
Many real-world datasets contain some structured information like Knowledge graphs or molecular graphs in biology. Incorporating these signals can lead to a more accurate and robust model. From an implementation perspective, it boils down to adding a regularizer to the loss function such that the ...
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Sarah C. Nelson Stephanie M. Fullerton Comments & Opinion18 Oct 2024Nature Reviews Genetics Volume: 26, P: 75-77 Personalizing pangenome graphs withk-mers Wei Li Research Highlights10 Oct 2024Nature Genetics Volume: 56, P: 1999 Nature.com...
sgeostat - An Object-oriented Framework for Geostatistical Modeling in S+ containing functions for variogram estimation, variogram fitting and kriging as well as some plot functions. shapefiles - Read and Write ESRI Shapefiles. siplab - A platform for experimenting with spatially explicit individual-...
Hence, the data collection process as described in Section 3.2 results in the BAT dataset containing a total of 2,800 rated news articles from 255 different news outlets. The majority of articles have low bias scores, with most articles being centered around a political bias score of 0 (i....
GPHIN also generates topical knowledge graphs about sets of articles that seek to reveal surprising correlations in the data; for example, graphically reconciling and highlighting cases where several neighbouring countries all have reports of a mysterious disease and where a particular mosquito is ...
Java and Java EE, as its reporting and charting engines can integrate seamlessly with Java. From creating a range of reports to different types of charts and graphs, BIRT can also be used for advanced analytical tasks. You can learn about the impressive reporting capabilities that BIRT offers ...
Specifically, we first model news content as a heterogeneous graph (HG) containing news, entity, and topic nodes and then fuse the knowledge from three KGs to augment the factual basis of news articles. Meanwhile, we leverage TransE to initialize the knowledge features and employ LLaMa2-7B to...