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ECOMMERCE
KNOWLEDGE GRAPHS
ONTOLOGY
KNOWLEDGE GRAPH
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About |
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Knowledge Graphs (KGs) have become immensely popular in recent years, both in industry and academia. Although graphs have been ubiquitous in AI and knowledge discovery since the earliest days, the Google Knowledge Graph led to the realization that representing ‘knowledge’ by way of sets of triples, often automatically extracted from raw data, could be used to power rich applications like knowledge panels and semantic search. Academic and industrial interest in the subject flourished soon after, with research published across topics as diverse as Entity Resolution and knowledge graph embeddings (primarily in venues like NIPS, AAAI and KDD), to representation and reasoning over knowledge graphs (primarily in venues like VLDB and ISWC). More recently, with the rapid rise and ongoing growth of e-commerce, there has been growing interest from major retailers and e-commerce players alike, including Walmart, Amazon and Home Depot, to adopt knowledge graphs (or an analogous graph-based technology like Amazon’s Product Graph) for facilitating rich machine learning and e-commerce applications. This workshop will cover knowledge discovery and knowledge graphs, including construction, application and embeddings, primarily for e-commerce and enterprise applications. |
Call for Papers |
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Short and long papers are solicited for the following set of non-exhaustive topics: Theory, Algorithms and Methods:•Knowledge graph construction e.g., constructing KGs from structured, semi-structured and natural language data Applications• Web search Experiments, Systems and Data•Novel datasets , especially datasets acquired through, or useful for evaluating, hybrid KG construction approaches utilizing a combination of structured, semi-structured and natural language data Vision, Opinion and Position PapersWe will also accept a small number of vision, opinion and position papers that provide discussions on challenges and roadmaps (for KG-centric systems, applications and emerging models for e-commerce and product data). |
Summary |
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KGEcom 2020 : Knowledge Graphs and E-commerce workshop, Held in conjunction with KDD 2020 will take place in San Diego, CA. It’s a 1 day event starting on Aug 24, 2020 (Monday) and will be winded up on Aug 24, 2020 (Monday). KGEcom 2020 falls under the following areas: ECOMMERCE, KNOWLEDGE GRAPHS, ONTOLOGY, KNOWLEDGE GRAPH, etc. Submissions for this Workshop can be made by May 20, 2020. Authors can expect the result of submission by Jun 15, 2020. Please check the official event website for possible changes before you make any travelling arrangements. Generally, events are strict with their deadlines. It is advisable to check the official website for all the deadlines. Other Details of the KGEcom 2020
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Credits and Sources |
| [1] KGEcom 2020 : Knowledge Graphs and E-commerce workshop, Held in conjunction with KDD 2020 |
