M
Matthew Richardson
Researcher at University of Washington
Publications - 118
Citations - 16944
Matthew Richardson is an academic researcher from University of Washington. The author has contributed to research in topics: Web search query & Medicine. The author has an hindex of 40, co-authored 109 publications receiving 15403 citations. Previous affiliations of Matthew Richardson include California Institute of Technology & IBM.
Papers
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Journal ArticleDOI
Markov logic networks
TL;DR: Experiments with a real-world database and knowledge base in a university domain illustrate the promise of this approach to combining first-order logic and probabilistic graphical models in a single representation.
Proceedings ArticleDOI
Mining the network value of customers
TL;DR: It is proposed to model also the customer's network value: the expected profit from sales to other customers she may influence to buy, the customers those may influence, and so on recursively, taking advantage of the availability of large relevant databases.
Proceedings ArticleDOI
Mining knowledge-sharing sites for viral marketing
TL;DR: This research optimize the amount of marketing funds spent on each customer, rather than just making a binary decision on whether to market to him, and takes into account the fact that knowledge of the network is partial, and that gathering that knowledge can itself have a cost.
Proceedings ArticleDOI
Predicting clicks: estimating the click-through rate for new ads
TL;DR: This work shows that it can be used to use features of ads, terms, and advertisers to learn a model that accurately predicts the click-though rate for new ads, and shows that using this model improves the convergence and performance of an advertising system.
Book ChapterDOI
Trust management for the semantic web
TL;DR: A web of trust is employed, in which each user maintains trusts in a small number of other users, and these trusts are composed into trust values for all other users.