Technical Perspective on Using Information Demand Pattern in a Collaborative Recommendation System for Improving E-Mail Communication
Today e-mail communication information is widely used in organizations to distribute information. The increasing volume of received e-mails hinders an efficient work. It becomes more and more difficult to identify relevant e-mails inside this enormous volume of information. This work presents a solu...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Riga Technical University Press
2015-04-01
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| Series: | Complex Systems Informatics and Modeling Quarterly |
| Subjects: | |
| Online Access: | https://csimq-journals.rtu.lv/article/view/954 |
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| _version_ | 1849306921234857984 |
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| author | Dirk Stamer Andrew Ponomarev Nikolay Shilov Alexander Smirnov |
| author_facet | Dirk Stamer Andrew Ponomarev Nikolay Shilov Alexander Smirnov |
| author_sort | Dirk Stamer |
| collection | DOAJ |
| description | Today e-mail communication information is widely used in organizations to distribute information. The increasing volume of received e-mails hinders an efficient work. It becomes more and more difficult to identify relevant e-mails inside this enormous volume of information. This work presents a solution in a multi-user environment by improving an established e-mail client extension based on information demand pattern with a recommendation system. The contributions of this work are (1) the concept and implementation of the solution for a single-user environment using information demand pattern, (2) the concept and architecture to use the solution in a multi-user environment (3) a detailed technical description about the proposed solutions. |
| format | Article |
| id | doaj-art-245bd98dae0a456a83a5eeb4efeee9af |
| institution | Kabale University |
| issn | 2255-9922 |
| language | English |
| publishDate | 2015-04-01 |
| publisher | Riga Technical University Press |
| record_format | Article |
| series | Complex Systems Informatics and Modeling Quarterly |
| spelling | doaj-art-245bd98dae0a456a83a5eeb4efeee9af2025-08-20T03:54:56ZengRiga Technical University PressComplex Systems Informatics and Modeling Quarterly2255-99222015-04-0102314510.7250/csimq.2015-2.03579Technical Perspective on Using Information Demand Pattern in a Collaborative Recommendation System for Improving E-Mail CommunicationDirk Stamer0Andrew Ponomarev1Nikolay Shilov2Alexander Smirnov3University of Rostock, Chair Business Information SystemsSt. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS)St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS)ITMO University, St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS)Today e-mail communication information is widely used in organizations to distribute information. The increasing volume of received e-mails hinders an efficient work. It becomes more and more difficult to identify relevant e-mails inside this enormous volume of information. This work presents a solution in a multi-user environment by improving an established e-mail client extension based on information demand pattern with a recommendation system. The contributions of this work are (1) the concept and implementation of the solution for a single-user environment using information demand pattern, (2) the concept and architecture to use the solution in a multi-user environment (3) a detailed technical description about the proposed solutions.https://csimq-journals.rtu.lv/article/view/954Information logistics, information demand pattern, recommendation systems, e-mail. |
| spellingShingle | Dirk Stamer Andrew Ponomarev Nikolay Shilov Alexander Smirnov Technical Perspective on Using Information Demand Pattern in a Collaborative Recommendation System for Improving E-Mail Communication Complex Systems Informatics and Modeling Quarterly Information logistics, information demand pattern, recommendation systems, e-mail. |
| title | Technical Perspective on Using Information Demand Pattern in a Collaborative Recommendation System for Improving E-Mail Communication |
| title_full | Technical Perspective on Using Information Demand Pattern in a Collaborative Recommendation System for Improving E-Mail Communication |
| title_fullStr | Technical Perspective on Using Information Demand Pattern in a Collaborative Recommendation System for Improving E-Mail Communication |
| title_full_unstemmed | Technical Perspective on Using Information Demand Pattern in a Collaborative Recommendation System for Improving E-Mail Communication |
| title_short | Technical Perspective on Using Information Demand Pattern in a Collaborative Recommendation System for Improving E-Mail Communication |
| title_sort | technical perspective on using information demand pattern in a collaborative recommendation system for improving e mail communication |
| topic | Information logistics, information demand pattern, recommendation systems, e-mail. |
| url | https://csimq-journals.rtu.lv/article/view/954 |
| work_keys_str_mv | AT dirkstamer technicalperspectiveonusinginformationdemandpatterninacollaborativerecommendationsystemforimprovingemailcommunication AT andrewponomarev technicalperspectiveonusinginformationdemandpatterninacollaborativerecommendationsystemforimprovingemailcommunication AT nikolayshilov technicalperspectiveonusinginformationdemandpatterninacollaborativerecommendationsystemforimprovingemailcommunication AT alexandersmirnov technicalperspectiveonusinginformationdemandpatterninacollaborativerecommendationsystemforimprovingemailcommunication |