Node Behavior Prediction for Large-Scale Approximate Information Filtering
نویسندگان
چکیده
The workshop is co-located with the 30th Annual International ACM SIGIR Conference 2007 July 23-27, 2007, Amsterdam, Netherlands Hotel Krasnapolsky & University of Amsterdam LSDS-IR 2007 Poster by Christian Zimmer Christian Zimmer1, Christos Tryfonopoulos1, Klaus Berberich1, Gerhard Weikum1, and Manolis Koubarakis2 1 Max-Planck Institute for Informatics, Saarbrücken, Germany | 2 National and Kapodistrian University of Athens, Greece Contact Author and Poster by: Christian Zimmer, Max-Planck Institute for Informatics, [email protected]
منابع مشابه
Link Prediction using Network Embedding based on Global Similarity
Background: The link prediction issue is one of the most widely used problems in complex network analysis. Link prediction requires knowing the background of previous link connections and combining them with available information. The link prediction local approaches with node structure objectives are fast in case of speed but are not accurate enough. On the other hand, the global link predicti...
متن کاملA New Similarity Measure Based on Item Proximity and Closeness for Collaborative Filtering Recommendation
Recommender systems utilize information retrieval and machine learning techniques for filtering information and can predict whether a user would like an unseen item. User similarity measurement plays an important role in collaborative filtering based recommender systems. In order to improve accuracy of traditional user based collaborative filtering techniques under new user cold-start problem a...
متن کاملFast Algorithms for Proximity Search on Large Graphs
The main focus of this proposal is on understanding and analyzing entity relationships in large social networks. The broad range of applications of graph based learning problems includes collaborative filtering in recommender networks, link prediction in social networks (e.g. predicting future links from the current snapshot of a graph), fraud detection and personalized graph search. In all the...
متن کاملLPKP: location-based probabilistic key pre-distribution scheme for large-scale wireless sensor networks using graph coloring
Communication security of wireless sensor networks is achieved using cryptographic keys assigned to the nodes. Due to resource constraints in such networks, random key pre-distribution schemes are of high interest. Although in most of these schemes no location information is considered, there are scenarios that location information can be obtained by nodes after their deployment. In this paper,...
متن کاملPrediction Axillary Lymph Node Involvement Status on Breast Cancer Data
Introduction: one of the foremost usual methods for evaluating breast cancer is the removal of axillary lymph nodes (ALN) which include complications such as edema, limited hand movements, and lymph accumulation. Although studies have shown that the sentinel gland condition represents the axillary nodules context in the mammary gland, the efficacy, and safety of the guard node biopsy need to be...
متن کامل