Name
Abstract | ||
|---|---|---|
We make the case for developing a web of concepts by start- ing with the current view of web (comprised of hyperlinked pages, or documents, each seen as a bag of words), extract- ing concept-centric metadata, and stitching it together to create a semantically rich aggregate view of all the informa- tion available on the web for each concept instance. The goal of building and maintaining such a web of concepts presents many challenges, but also oers the promise of en- abling many powerful applications, including novel search and information discovery paradigms. We present the goal, motivate it with example usage scenarios and some analysis of Yahoo! logs, and discuss the challenges in building and leveraging such a web of concepts. We place this ambitious research agenda in the context of the state of the art in the literature, and describe various ongoing eorts at Yahoo! Research that are related. |
Year | DOI | Venue |
|---|---|---|
2009 | 10.1145/1559795.1559797 | Symposium on Principles of Database Systems |
Keywords | Field | DocType |
current view,semantically rich aggregate view,hyperlinked page,novel search,powerful application,extraction,ambitious research agendum,concepts,selection,concept-centric metadata,concept instance,example usage scenario,information discovery paradigm,ranking,bag of words | Web development,Bag-of-words model,Data science,Metadata,World Wide Web,Ranking,Computer science,Web standards,Web modeling,Social Semantic Web,Information discovery | Conference |
Citations | PageRank | References |
38 | 1.57 | 48 |
Authors | ||
8 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Nilesh N. Dalvi | 1 | 534 | 31.85 |
| Ravi Kumar | 2 | 13932 | 1642.48 |
| Bo Pang | 3 | 5795 | 451.00 |
| Raghu Ramakrishnan | 4 | 12649 | 2243.05 |
| Andrew Tomkins | 5 | 9388 | 1401.23 |
| Philip Bohannon | 6 | 1603 | 144.99 |
| S. Sathiya Keerthi | 7 | 4455 | 527.30 |
| Srujana Merugu | 8 | 587 | 32.53 |