Evaluation of signature files as set access facilities in OODBs
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
From user access patterns to dynamic hypertext linking
Proceedings of the fifth international World Wide Web conference on Computer networks and ISDN systems
S-tree: a dynamic balanced signature index for office retrieval
Proceedings of the 9th annual international ACM SIGIR conference on Research and development in information retrieval
In search of reliable usage data on the WWW
Selected papers from the sixth international conference on World Wide Web
Data mining and the Web: past, present and future
Proceedings of the 2nd international workshop on Web information and data management
Improved methods for signature-tree construction
The Computer Journal
Lots o'Ticks: real time high performance time series queries on billions of trades and quotes
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
MSQL: A Query Language for Database Mining
Data Mining and Knowledge Discovery
Efficient Data Mining for Path Traversal Patterns
IEEE Transactions on Knowledge and Data Engineering
ICDE '95 Proceedings of the Eleventh International Conference on Data Engineering
WUM - A Tool for WWW Ulitization Analysis
WebDB '98 Selected papers from the International Workshop on The World Wide Web and Databases
Efficient similarity search for market basket data
The VLDB Journal — The International Journal on Very Large Data Bases
Efficient Theme and Non-Trivial Repeating Pattern Discovering in Music Databases
ICDE '99 Proceedings of the 15th International Conference on Data Engineering
A Data Mining Algorithm for Generalized Web Prefetching
IEEE Transactions on Knowledge and Data Engineering
Adaptive web sites: an AI challenge
IJCAI'97 Proceedings of the 15th international joint conference on Artifical intelligence - Volume 1
Mining interesting knowledge from weblogs: a survey
Data & Knowledge Engineering
Indexing of sequences of sets for efficient exact and similar subsequence matching
ISCIS'05 Proceedings of the 20th international conference on Computer and Information Sciences
AISS: an index for non-timestamped set subsequence queries
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
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In this paper, we develop a new indexing method for large web access-logs. We are concerned with pattern queries, which advocate the search for access sequences that contain certain query patterns. This kind of queries find applications in processing web-log mining results (e.g., finding typical/atypical access-sequences). The proposed method focuses on scalability to web-logs' sizes. For this reason, we examine the gains due to signature-trees, which can further improve the scalability to very large web-logs. Experimental results illustrate the superiority of the proposed method.