A hybrid filtering-based network document recommendation system in cloud storage. (27th November 2019)
- Record Type:
- Journal Article
- Title:
- A hybrid filtering-based network document recommendation system in cloud storage. (27th November 2019)
- Main Title:
- A hybrid filtering-based network document recommendation system in cloud storage
- Authors:
- Wu, Yuezhong
Liu, Qin
Li, Changyun
Wang, Guojun - Abstract:
- Since the key requirement of users is to efficiently obtain personalised services from mass network document resources, a hybrid filtering-based network document recommendation system is designed with the method of incorporating the content-based recommendation and collaborative filtering recommendation based on the powerful and extensible storage and computing power in cloud storage. The proposed system realises the main service module on Hadoop and Mahout platforms, and processes the documents containing the information of user interests by applying AHP-based attribute weighted fusion method. Based on the network interaction, the proposed system not only has advantages on the extensible storage space and high recommendation precision but also has an essential role in realising network resources sharing and personalised recommendation.
- Is Part Of:
- International journal of computational science and engineering. Volume 20:Number 2(2019)
- Journal:
- International journal of computational science and engineering
- Issue:
- Volume 20:Number 2(2019)
- Issue Display:
- Volume 20, Issue 2 (2019)
- Year:
- 2019
- Volume:
- 20
- Issue:
- 2
- Issue Sort Value:
- 2019-0020-0002-0000
- Page Start:
- 269
- Page End:
- 279
- Publication Date:
- 2019-11-27
- Subjects:
- user interest model -- collaborative filtering -- recommendation system -- cloud storage
Computer science -- Mathematics -- Periodicals
Computer simulation -- Mathematical aspects -- Periodicals
Computational intelligence -- Periodicals
004.015105 - Journal URLs:
- http://www.inderscience.com/jhome.php?jcode=ijcse ↗
http://www.inderscience.com/ ↗ - Languages:
- English
- ISSNs:
- 1742-7185
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 11938.xml