Unexpected Rules Using A Conceptual Distance Based On Fuzzy Ontology
| المصدر: | مجلة جامعة الملك سعود - علوم الحاسب والمعلومات |
|---|---|
| الناشر: | جامعة الملك سعود |
| المؤلف الرئيسي: | Hamani, Mohamed Said (Author) |
| مؤلفين آخرين: | Maamri, Ramdane (Co-Author) , Kissoum, Yacine (Co-Author) , Sedrati, Maamar (Co-Author) |
| المجلد/العدد: | مج26, ع1 |
| محكمة: | نعم |
| الدولة: |
السعودية |
| التاريخ الميلادي: |
2014
|
| الصفحات: | 99 - 109 |
| DOI: |
10.33948/0584-026-001-010 |
| ISSN: |
1319-1578 |
| رقم MD: | 973034 |
| نوع المحتوى: | بحوث ومقالات |
| اللغة: | الإنجليزية |
| قواعد المعلومات: | science |
| مواضيع: | |
| كلمات المؤلف المفتاحية: |
Fuzzy Ontology | Unexpectedness | Association Rule | Domain knowledge | Interestingness | Conceptual Distance
|
| رابط المحتوى: |
| LEADER | 01779nam a22002657a 4500 | ||
|---|---|---|---|
| 001 | 1715938 | ||
| 024 | |3 10.33948/0584-026-001-010 | ||
| 041 | |a eng | ||
| 044 | |b السعودية | ||
| 100 | |9 524590 |a Hamani, Mohamed Said |e Author | ||
| 245 | |a Unexpected Rules Using A Conceptual Distance Based On Fuzzy Ontology | ||
| 260 | |b جامعة الملك سعود |c 2014 | ||
| 300 | |a 99 - 109 | ||
| 336 | |a بحوث ومقالات |b Article | ||
| 520 | |b One of the major drawbacks of data mining methods is that they generate a notably large number of rules that are often obvious or useless or, occasionally, out of the user’s interest. To address such drawbacks, we propose in this paper an approach that detects a set of unexpected rules in a discovered association rule set. Generally speaking, the proposed approach investigates the discovered association rules using the user’s domain knowledge, which is represented by a fuzzy domain ontology. Next, we rank the discovered rules according to the conceptual distances of the rules. | ||
| 653 | |a علوم الحاسوب |a الخوارزميات |a قواعد المعلومات | ||
| 692 | |b Fuzzy Ontology |b Unexpectedness |b Association Rule |b Domain knowledge |b Interestingness |b Conceptual Distance | ||
| 700 | |9 524592 |a Maamri, Ramdane |e Co-Author | ||
| 700 | |9 524593 |a Kissoum, Yacine |e Co-Author | ||
| 700 | |9 524594 |a Sedrati, Maamar |e Co-Author | ||
| 773 | |c 010 |e Journal of King Saud University (Computer and Information Sciences) |f Maǧalaẗ ǧamʼaẗ al-malīk Saud : ùlm al-ḥasib wa al-maʼlumat |l 001 |m مج26, ع1 |o 0584 |s مجلة جامعة الملك سعود - علوم الحاسب والمعلومات |v 026 |x 1319-1578 | ||
| 856 | |u 0584-026-001-010.pdf | ||
| 930 | |d y |p y | ||
| 995 | |a science | ||
| 999 | |c 973034 |d 973034 | ||
عناصر مشابهة
-
New Chaff Point Based Fuzzy Vault for Multimodal Biometric Cryptosystem Using Particle Swarm Optimization
بواسطة: Amirthalingam, Gandhimathi منشور: (2016) -
Transformation Rules for Decomposing Heterogeneous Data Into Triples
بواسطة: Singh, Mrityunjay منشور: (2015) -
A Fuzzy Image Clustering Method Based On An Improved Backtracking Search Optimization Algorithm With An Inertia Weight Parameter
بواسطة: Toz, Guliz منشور: (2019) -
A Novel Rotation Forest Modality Based On Hybrid NNs: RF (ScPSO-NN)
بواسطة: Ceylan, Rahime منشور: (2019) -
Fuzzy Clustering Based On Forest Optimization Algorithm
بواسطة: Chaghari, Arash منشور: (2018)
