HARD: SUBJECT-BASED SEARCH ENGINE MENGGUNAKAN TF-IDF DAN JACCARD'S COEFFICIENT
This paper proposes a hybridized concept of search engine based on subject parameter of High Accuracy Retrieval from Documents (HARD). Tf-Idf and Jaccard's Coefficient are modified and extended to providing the concept. Several illustrative examples are given including their steps of calculatio...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Petra Christian University
2006-01-01
|
| Series: | Jurnal Teknik Industri |
| Subjects: | |
| Online Access: | http://puslit2.petra.ac.id/ejournal/index.php/ind/article/view/16502 |
| _version_ | 1811249668532731904 |
|---|---|
| author | Rolly Intan Andrew Defeng |
| author_facet | Rolly Intan Andrew Defeng |
| author_sort | Rolly Intan |
| collection | DOAJ |
| description | This paper proposes a hybridized concept of search engine based on subject parameter of High Accuracy Retrieval from Documents (HARD). Tf-Idf and Jaccard's Coefficient are modified and extended to providing the concept. Several illustrative examples are given including their steps of calculations in order to clearly understand the proposed concept and formulas. Abstract in Bahasa Indonesia : Paper ini memperkenalkan suatu algorima search engine berdasarkan konsep HARD (High Accuracy Retrieval from Documents) dengan menggabungkan penggunaan metoda TF-IDF (Term Frequency Inverse Document Frequency) dan Jaccard's Coefficient. Kedua metoda, TF-IDF dan Jaccard's Coefficient dimodifikasi dan dikembangkan dengan memperkenalkan beberapa rumusan baru. Untuk lebih memudahkan dalam mengerti algoritma dan rumusan baru yang diperkenalkan, beberapa contoh perhitungan diberikan. Kata kunci: HARD, Tf-Idf, koefisien Jaccard, search engine, himpunan fuzzy. |
| first_indexed | 2024-04-12T15:50:37Z |
| format | Article |
| id | doaj.art-49aaff4b64d64719bb99b4d4fd81d289 |
| institution | Directory Open Access Journal |
| issn | 1411-2485 |
| language | English |
| last_indexed | 2024-04-12T15:50:37Z |
| publishDate | 2006-01-01 |
| publisher | Petra Christian University |
| record_format | Article |
| series | Jurnal Teknik Industri |
| spelling | doaj.art-49aaff4b64d64719bb99b4d4fd81d2892022-12-22T03:26:30ZengPetra Christian UniversityJurnal Teknik Industri1411-24852006-01-01816172HARD: SUBJECT-BASED SEARCH ENGINE MENGGUNAKAN TF-IDF DAN JACCARD'S COEFFICIENTRolly IntanAndrew DefengThis paper proposes a hybridized concept of search engine based on subject parameter of High Accuracy Retrieval from Documents (HARD). Tf-Idf and Jaccard's Coefficient are modified and extended to providing the concept. Several illustrative examples are given including their steps of calculations in order to clearly understand the proposed concept and formulas. Abstract in Bahasa Indonesia : Paper ini memperkenalkan suatu algorima search engine berdasarkan konsep HARD (High Accuracy Retrieval from Documents) dengan menggabungkan penggunaan metoda TF-IDF (Term Frequency Inverse Document Frequency) dan Jaccard's Coefficient. Kedua metoda, TF-IDF dan Jaccard's Coefficient dimodifikasi dan dikembangkan dengan memperkenalkan beberapa rumusan baru. Untuk lebih memudahkan dalam mengerti algoritma dan rumusan baru yang diperkenalkan, beberapa contoh perhitungan diberikan. Kata kunci: HARD, Tf-Idf, koefisien Jaccard, search engine, himpunan fuzzy.http://puslit2.petra.ac.id/ejournal/index.php/ind/article/view/16502HARDTf-IdfJaccard's coefficientsearch enginefuzzy sets. |
| spellingShingle | Rolly Intan Andrew Defeng HARD: SUBJECT-BASED SEARCH ENGINE MENGGUNAKAN TF-IDF DAN JACCARD'S COEFFICIENT Jurnal Teknik Industri HARD Tf-Idf Jaccard's coefficient search engine fuzzy sets. |
| title | HARD: SUBJECT-BASED SEARCH ENGINE MENGGUNAKAN TF-IDF DAN JACCARD'S COEFFICIENT |
| title_full | HARD: SUBJECT-BASED SEARCH ENGINE MENGGUNAKAN TF-IDF DAN JACCARD'S COEFFICIENT |
| title_fullStr | HARD: SUBJECT-BASED SEARCH ENGINE MENGGUNAKAN TF-IDF DAN JACCARD'S COEFFICIENT |
| title_full_unstemmed | HARD: SUBJECT-BASED SEARCH ENGINE MENGGUNAKAN TF-IDF DAN JACCARD'S COEFFICIENT |
| title_short | HARD: SUBJECT-BASED SEARCH ENGINE MENGGUNAKAN TF-IDF DAN JACCARD'S COEFFICIENT |
| title_sort | hard subject based search engine menggunakan tf idf dan jaccard s coefficient |
| topic | HARD Tf-Idf Jaccard's coefficient search engine fuzzy sets. |
| url | http://puslit2.petra.ac.id/ejournal/index.php/ind/article/view/16502 |
| work_keys_str_mv | AT rollyintan hardsubjectbasedsearchenginemenggunakantfidfdanjaccardscoefficient AT andrewdefeng hardsubjectbasedsearchenginemenggunakantfidfdanjaccardscoefficient |