WebApr 7, 2024 · Solving the entity resolution problem with graph can break down into two steps, namely linking and grouping. In the linking stage, graph algorithms, such as cosine similarity, Jaccard similarity, and shortest path, can be applied for pairwise matching. WebIn this paper, we propose a new methodology of progressive blocking (pBlocking) to enable both efficient and effective ER, which works seamlessly across different entity cluster size distributions. pBlocking is based on the insight that the effectiveness–efficiency trade-off is revealed only when the output of ER starts to be available.
Sainyam Galhotra, University of Massachusetts Amherst, …
WebFeb 14, 2024 · Entity resolution accomplishes exactly that. Here is a graph data model for this example. A graph data model for entity resolution of website users. While many … WebRobust Entity Resolution using Random Graphs. Proceedings of the 2024 International Conference on Management of Data, SIGMOD Conference 2024, Houston, TX, USA, June … twister light bulbs 13w
Time-aware Quaternion Convolutional Network for Temporal …
Webrelatedness derived from random walks on carefully built disambiguation graphs [11]. We build specific disambiguation graphs for each document, thus adher-ing to the notion of global coherence assumption—that coherent entities form a dense subgraph. By virtue of using random walks, our notion of similarity leverages WebRobust Entity Resolution Using a CrowdOracle Donatella Firmani1, Sainyam Galhotra 2, Barna Saha 2, Divesh Srivastava 3 1 Roma Tre University, donatella.fi[email protected] 2 UMass Amherst, {sainyam, barna}@cs.umass.edu 3 AT&T Labs – Research, [email protected] Abstract Entity resolution (ER) seeks to identify which records … WebRobust Entity Resolution using Random Graphs by Sainyam Galhotra, Donatella Firmani, Barna Saha, Divesh Srivastava. Abstract: Entity resolution (ER) seeks to identify which records in a data set refer to the same real-world entity. Given the diversity of ways in which entities can be represented, matched and distinguished, ER is known to be a ... take home after taxes lottery