Retrieving Targeted Results from a Static File Repository using a Keyword matching Mechanism relying on a Cluster-based Algorithm
Due to the fact that the web based solutions designed for learning contain, among the compulsory functions, the uploading of didactic materials of the person doing the examining (on a regular basis this being the professor) and the possibility of accessing these by the examinee (on a regular basis t...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Bucharest University of Economic Studies
2013-07-01
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| Series: | Database Systems Journal |
| Subjects: | |
| Online Access: | http://www.dbjournal.ro/archive/12/12_3.pdf |
| _version_ | 1797709276489187328 |
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| author | Madalina ZURINI Diana BUTUCEA |
| author_facet | Madalina ZURINI Diana BUTUCEA |
| author_sort | Madalina ZURINI |
| collection | DOAJ |
| description | Due to the fact that the web based solutions designed for learning contain, among the compulsory functions, the uploading of didactic materials of the person doing the examining (on a regular basis this being the professor) and the possibility of accessing these by the examinee (on a regular basis this being the student), within this paper we have chosen to set the goal of finding a resolution that will enable the access of content relevant to the person being examined. Hereby we have suggested a prototype which will capacitate the singling out and grouping of documents depending on the keywords, which will be followed by a visual search depending on the distance between two documents, by the recurrence of the closest k documents to the one being the element of interest - reaching the optimal alternative in case of a performance oriented point of view. The algorithm needed for the extraction of this data is presented within the paper. An optimization model is proposed in order to reduce the time consuming component in regards to the minimization of differences in the quality of the documents resulted in the automatic search using a k Nearest Neighbour grid search engine. |
| first_indexed | 2024-03-12T06:34:11Z |
| format | Article |
| id | doaj.art-73c31753f57d433cbe4e8e12e657752d |
| institution | Directory Open Access Journal |
| issn | 2069-3230 |
| language | English |
| last_indexed | 2024-03-12T06:34:11Z |
| publishDate | 2013-07-01 |
| publisher | Bucharest University of Economic Studies |
| record_format | Article |
| series | Database Systems Journal |
| spelling | doaj.art-73c31753f57d433cbe4e8e12e657752d2023-09-03T01:25:57ZengBucharest University of Economic StudiesDatabase Systems Journal2069-32302013-07-01IV22130Retrieving Targeted Results from a Static File Repository using a Keyword matching Mechanism relying on a Cluster-based AlgorithmMadalina ZURINIDiana BUTUCEADue to the fact that the web based solutions designed for learning contain, among the compulsory functions, the uploading of didactic materials of the person doing the examining (on a regular basis this being the professor) and the possibility of accessing these by the examinee (on a regular basis this being the student), within this paper we have chosen to set the goal of finding a resolution that will enable the access of content relevant to the person being examined. Hereby we have suggested a prototype which will capacitate the singling out and grouping of documents depending on the keywords, which will be followed by a visual search depending on the distance between two documents, by the recurrence of the closest k documents to the one being the element of interest - reaching the optimal alternative in case of a performance oriented point of view. The algorithm needed for the extraction of this data is presented within the paper. An optimization model is proposed in order to reduce the time consuming component in regards to the minimization of differences in the quality of the documents resulted in the automatic search using a k Nearest Neighbour grid search engine.http://www.dbjournal.ro/archive/12/12_3.pdfe-learninggrid-based algorithmkNNautomatic grid search optimization. |
| spellingShingle | Madalina ZURINI Diana BUTUCEA Retrieving Targeted Results from a Static File Repository using a Keyword matching Mechanism relying on a Cluster-based Algorithm Database Systems Journal e-learning grid-based algorithm kNN automatic grid search optimization. |
| title | Retrieving Targeted Results from a Static File Repository using a Keyword matching Mechanism relying on a Cluster-based Algorithm |
| title_full | Retrieving Targeted Results from a Static File Repository using a Keyword matching Mechanism relying on a Cluster-based Algorithm |
| title_fullStr | Retrieving Targeted Results from a Static File Repository using a Keyword matching Mechanism relying on a Cluster-based Algorithm |
| title_full_unstemmed | Retrieving Targeted Results from a Static File Repository using a Keyword matching Mechanism relying on a Cluster-based Algorithm |
| title_short | Retrieving Targeted Results from a Static File Repository using a Keyword matching Mechanism relying on a Cluster-based Algorithm |
| title_sort | retrieving targeted results from a static file repository using a keyword matching mechanism relying on a cluster based algorithm |
| topic | e-learning grid-based algorithm kNN automatic grid search optimization. |
| url | http://www.dbjournal.ro/archive/12/12_3.pdf |
| work_keys_str_mv | AT madalinazurini retrievingtargetedresultsfromastaticfilerepositoryusingakeywordmatchingmechanismrelyingonaclusterbasedalgorithm AT dianabutucea retrievingtargetedresultsfromastaticfilerepositoryusingakeywordmatchingmechanismrelyingonaclusterbasedalgorithm |