A perspective on databases and data mining:
Abstract: "We discuss the use of database methods for data mining. Recently impressive results have been achieved for some data mining problems using highly specialized and clever data structures. We study how well one can manage by using general purpose database management systems. We illustra...
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Amsterdam
1995
|
| Schriftenreihe: | Centrum voor Wiskunde en Informatica <Amsterdam> / Department of Computer Science: Report CS
95,31 |
| Schlagworte: | |
| Zusammenfassung: | Abstract: "We discuss the use of database methods for data mining. Recently impressive results have been achieved for some data mining problems using highly specialized and clever data structures. We study how well one can manage by using general purpose database management systems. We illustrate our ideas by investigating the use of a dbms for a well-researched area: the discovery of association rules. We present a simple algorithm, consisting of only union and intersection operations, and show that it achieves quite good performance on an efficient dbms. Our method can incorporate inheritance hierarchies to the association rule algorithm easily. We also present a technique that effectively reduces the number of database operations when searching large search spaces that contain only few interesting items. Our work shows that database techniques are promising for data mining: general architectures can achieve reasonable results." |
| Beschreibung: | 10 S. graph. Darst. |
Internformat
MARC
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| 245 | 1 | 0 | |a A perspective on databases and data mining |c M. Holsheimer ... |
| 264 | 1 | |a Amsterdam |c 1995 | |
| 300 | |a 10 S. |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
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| 490 | 1 | |a Centrum voor Wiskunde en Informatica <Amsterdam> / Department of Computer Science: Report CS |v 95,31 | |
| 520 | 3 | |a Abstract: "We discuss the use of database methods for data mining. Recently impressive results have been achieved for some data mining problems using highly specialized and clever data structures. We study how well one can manage by using general purpose database management systems. We illustrate our ideas by investigating the use of a dbms for a well-researched area: the discovery of association rules. We present a simple algorithm, consisting of only union and intersection operations, and show that it achieves quite good performance on an efficient dbms. Our method can incorporate inheritance hierarchies to the association rule algorithm easily. We also present a technique that effectively reduces the number of database operations when searching large search spaces that contain only few interesting items. Our work shows that database techniques are promising for data mining: general architectures can achieve reasonable results." | |
| 650 | 4 | |a Database management | |
| 650 | 4 | |a Information organization | |
| 650 | 4 | |a Information retrieval | |
| 700 | 1 | |a Holsheimer, Marcel |e Sonstige |4 oth | |
| 810 | 2 | |a Department of Computer Science: Report CS |t Centrum voor Wiskunde en Informatica <Amsterdam> |v 95,31 |w (DE-604)BV008928356 |9 95,31 | |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-007409136 | ||
Datensatz im Suchindex
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| bvnumber | BV011062976 |
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| id | DE-604.BV011062976 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T18:03:22Z |
| institution | BVB |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-007409136 |
| oclc_num | 33852751 |
| open_access_boolean | |
| physical | 10 S. graph. Darst. |
| publishDate | 1995 |
| publishDateSearch | 1995 |
| publishDateSort | 1995 |
| record_format | marc |
| series2 | Centrum voor Wiskunde en Informatica <Amsterdam> / Department of Computer Science: Report CS |
| spelling | A perspective on databases and data mining M. Holsheimer ... Amsterdam 1995 10 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Centrum voor Wiskunde en Informatica <Amsterdam> / Department of Computer Science: Report CS 95,31 Abstract: "We discuss the use of database methods for data mining. Recently impressive results have been achieved for some data mining problems using highly specialized and clever data structures. We study how well one can manage by using general purpose database management systems. We illustrate our ideas by investigating the use of a dbms for a well-researched area: the discovery of association rules. We present a simple algorithm, consisting of only union and intersection operations, and show that it achieves quite good performance on an efficient dbms. Our method can incorporate inheritance hierarchies to the association rule algorithm easily. We also present a technique that effectively reduces the number of database operations when searching large search spaces that contain only few interesting items. Our work shows that database techniques are promising for data mining: general architectures can achieve reasonable results." Database management Information organization Information retrieval Holsheimer, Marcel Sonstige oth Department of Computer Science: Report CS Centrum voor Wiskunde en Informatica <Amsterdam> 95,31 (DE-604)BV008928356 95,31 |
| spellingShingle | A perspective on databases and data mining Database management Information organization Information retrieval |
| title | A perspective on databases and data mining |
| title_auth | A perspective on databases and data mining |
| title_exact_search | A perspective on databases and data mining |
| title_full | A perspective on databases and data mining M. Holsheimer ... |
| title_fullStr | A perspective on databases and data mining M. Holsheimer ... |
| title_full_unstemmed | A perspective on databases and data mining M. Holsheimer ... |
| title_short | A perspective on databases and data mining |
| title_sort | a perspective on databases and data mining |
| topic | Database management Information organization Information retrieval |
| topic_facet | Database management Information organization Information retrieval |
| volume_link | (DE-604)BV008928356 |
| work_keys_str_mv | AT holsheimermarcel aperspectiveondatabasesanddatamining |