Finding collective baskets and inference rules for internet or i

Details Finding collective baskets and inference rules for internet or i Finding collective baskets and inference rules for internet or i

1997-11-21

2000-07-25

Hafiz, Tariq R.

Data processing: artificial intelligence

Knowledge processing system

Knowledge representation and reasoning technique

706 48, G06N 1760

Patent

active

060946458

ABSTRACT:
A computer method of online mining of inference rules in a large database comprising a preprocessing stage and an online rule generation stage. The pre-processing stage includes first finding itemsets that possess a minimum computed collective strength K1, and second, pruning the itemsets with inference strength below a predetermined inference strength, K2. The online rule generation stage utilizes the itemsets organized into an adjacency lattice to generate inference rules with inference strength K2.

REFERENCES:
patent: 5615341 (1997-03-01), Agrawal et al.
patent: 5668988 (1997-09-01), Chen et al.
patent: 5742811 (1998-04-01), Agrawal et al.
patent: 5819266 (1998-10-01), Agrawal et al.
patent: 5842200 (1998-11-01), Agrawal et al.
patent: 5884305 (1999-03-01), Kleinberg et al.
patent: 5905973 (1999-05-01), Yonezawa et al.
patent: 5920855 (1999-12-01), Aggarwal et al.
patent: 5943667 (1999-08-01), Aggarwal et al.
patent: 5946683 (1999-08-01), Rastogi et al.
patent: 5983222 (1999-11-01), Morimoto et al.
patent: 6003029 (1999-12-01), Agrawal et al.
Antonin Guttman, "R-Trees: A Dynamic Index Structure For Spatial Searching", ACM, 1984, pp. 47-57.
Jong Soo Park, et al., "An Effective Hash-Based Algorithm for Mining Association Rules", ACM, 1995, pp. 175-186.
Charu C. Aggarwal, et al., "Online Generation of Association Rules", Research Report, Computer Science/Mathematics, RC20899 (92609), Jun. 24, 1997, pp. 1-23.
Ramakrishnan Srikant, et al., "Mining Quantitative Association Rules in Large Relational Tables", ACM, 1996, pp. 1-12.
Rakesh Agrawal, et al., "Mining Association Rules Between Sets of Items in Large Databases", ACM, 1993, pp. 207-216
Rakesh Agrawal, et al., "Fast Algorithms for Mining Association Rules", Proceedings of the 20th VLDB Conference, Santiago, Chile, 1994, pp. 487-499.
Ramakrishnan Srikant, et al., "Mining Generalized Association Rules", Proceedings of the 21st VLDB Conference, Zurich, Switzerland, 1995, pp. 407-419.
Charu Aggarwal, et al., "The S-Tree: An Efficient Index for Multidimensional Objects" Proceedings of the International Symposium on Spatial Databases, Jul. 1997, pp. 350-370.
Shintani et al, "Parallel mining algorithms for genaralized association rules with classification hierarchy", ACM SIGMOD pp. 25-36, May 1998.
Sarawagi et al, "integrating association rule mining with relational databse systems: alternatives and implications", ACM SIGMOD pp. 343-354, May 1998.
Liu et al, "Mining association rules with multiple minimum supports", ACM KDD pp. 337-341, Jul. 1999.
Buntime et al, "Towards automated synthesis of data mining programs", ACM KDD pp. 372-376, Jul. 1999.
Garofalakis et al, "Data mining and the weg:past, present and future", ACM WIDM, pp. 43-47, Feb. 1999.
Holt et al, "Efficient mining of association rules in the text databases", ACM CIKM, pp. 234-242, May 1998.
Par et al. Efficient parallel data mining for association rules, CIKM ACM, pp. 31-36, Jun. 1995.
Fortin et al. An object orienetd approach to multi level association rules mining, ACM CIKM, pp. 65-72, Aug. 1996.
Anand et al. The role of domain knowledge in data mining, ACM CIKM, pp. 37-43, Jun. 1995.
Fududa et al, Data mining using two dimensional optimized association rules: schems, alogithm and visulization, SIGMOD ACM, pp. 13-23, Jun. 1996.
Li et al, A data model for supporting on line analytical processing:, CIKM ACM, pp. 81-88, Aug. 1996.
Inman, The data warehouse and data mining, Comm. of the ACM, vol 39, No. 11, pp. 49-50, Nov. 1996.
Park et al, An effective hash based algorithm for mining association rules, SIGMOD ACM, pp. 175-186, Jun. 1995.

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