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Preference transfer model in collaborative filtering for implicit data
Bin JU,Yun-tao QIAN,Min-chao YE
Frontiers of Information Technology & Electronic Engineering 2016, Volume 17, Issue 6, Pages 489-500 doi: 10.1631/FITEE.1500313
Keywords: Recommender systems Collaborative filtering Preference transfer model Cross domain Implicit data
A microblog recommendation algorithm based on social tagging and a temporal interest evolution model
Zhen-ming YUAN,Chi HUANG,Xiao-yan SUN,Xing-xing LI,Dong-rong XU
Frontiers of Information Technology & Electronic Engineering 2015, Volume 16, Issue 7, Pages 532-540 doi: 10.1631/FITEE.1400368
Keywords: Recommender system Collaborative filtering Social tagging Interest evolution model
Toward Privacy-Preserving Personalized Recommendation Services Review
Cong Wang, Yifeng Zheng, Jinghua Jiang, Kui Ren
Engineering 2018, Volume 4, Issue 1, Pages 21-28 doi: 10.1016/j.eng.2018.02.005
Recommendation systems are crucially important for the delivery of personalized services to users. With personalized recommendation services, users can enjoy a variety of targeted recommendations such as movies, books, ads, restaurants, and more. In addition, personalized recommendation services have become extremely effective revenue drivers for online business. Despite the great benefits, deploying personalized recommendation services typically requires the collection of users’ personal data for processing and analytics, which undesirably makes users susceptible to serious privacy violation issues. Therefore, it is of paramount importance to develop practical privacy-preserving techniques to maintain the intelligence of personalized recommendation services while respecting user privacy. In this paper, we provide a comprehensive survey of the literature related to personalized recommendation services with privacy protection. We present the general architecture of personalized recommendation systems, the privacy issues therein, and existing works that focus on privacy-preserving personalized recommendation services. We classify the existing works according to their underlying techniques for personalized recommendation and privacy protection, and thoroughly discuss and compare their merits and demerits, especially in terms of privacy and recommendation accuracy. We also identity some future research directions.
Keywords: Privacy protection Personalized recommendation services Targeted delivery Collaborative filtering Machine
Yong-ping DU, Chang-qing YAO, Shu-hua HUO, Jing-xuan LIU
Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 5, Pages 658-666 doi: 10.1631/FITEE.1601732
Keywords: Restricted Boltzmann machine Deep network structure Collaborative filtering Recommendation system
An application of game theory in distributed collaborative decision making
Angran XIAO
Frontiers of Mechanical Engineering 2019, Volume 14, Issue 1, Pages 85-101 doi: 10.1007/s11465-019-0523-4
Keywords: collaboration distributed product realization game theory digital interface
A novel confidence estimation method for heterogeneous implicit feedback Article
Jing WANG, Lan-fen LIN, Heng ZHANG, Jia-qi TU, Peng-hua YU
Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 11, Pages 1817-1827 doi: 10.1631/FITEE.1601468
Keywords: Recommender systems Heterogeneous implicit feedback Confidence Collaborative filtering E-commerce
Personalized topic modeling for recommending user-generated content Article
Wei ZHANG, Jia-yu ZHUANG, Xi YONG, Jian-kou LI, Wei CHEN, Zhe-min LI
Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 5, Pages 708-718 doi: 10.1631/FITEE.1500402
Keywords: User-generated content (UGC) Collaborative filtering (CF) Matrix factorization (MF) Hierarchical topic
IN2CLOUD: A novel concept for collaborative management of big railway data
Jing LIN, Uday KUMAR
Frontiers of Engineering Management 2017, Volume 4, Issue 4, Pages 428-436 doi: 10.15302/J-FEM-2017048
Keywords: railway intelligent asset management collaborative learning big data hybrid cloud Bayesian
Tian-cheng LI, Jin-ya SU, Wei LIU, Juan M. CORCHADO
Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 12, Pages 1913-1939 doi: 10.1631/FITEE.1700379
Keywords: Kalman filter Gaussian filter Time series estimation Bayesian filtering Nonlinear filtering Constrainedfiltering Gaussian mixture Maneuver Unknown inputs
Collaborative adoption of blockchain technology: A supply chain contract perspective
Frontiers of Engineering Management Pages 121-142 doi: 10.1007/s42524-022-0239-8
Keywords: blockchain collaborative adoption cost sharing revenue sharing hybrid contract
Ion beam figuring of continuous phase plates based on the frequency filtering process
Mingjin XU,Yifan DAI,Xuhui XIE,Lin ZHOU,Shengyi LI,Wenqiang PENG
Frontiers of Mechanical Engineering 2017, Volume 12, Issue 1, Pages 110-115 doi: 10.1007/s11465-017-0430-5
Keywords: beam figuring (IBF) continuous phase plates (CPPs) machining accuracy machining efficiency frequency filtering
ZHANG Xiaodong, LI Yingzi, ZHANG Zhiqiang
Frontiers of Mechanical Engineering 2007, Volume 2, Issue 2, Pages 210-213 doi: 10.1007/s11465-007-0036-4
Keywords: development web-based business collaborative collaboration hierarchy
Collaborative learning via social computing None
Ricardo S. ALONSO, Javier PRIETO, Óscar GARCÍA, Juan M. CORCHADO
Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 2, Pages 265-282 doi: 10.1631/FITEE.1700840
Keywords: Context-awareness Collaborative learning Social computing Virtual organizations Wireless sensor networks
Filtering antennas: from innovative concepts to industrial applications Review Articles
Yun-fei CAO, Yao ZHANG, Xiu-yin ZHANG
Frontiers of Information Technology & Electronic Engineering 2020, Volume 21, Issue 1, Pages 116-127 doi: 10.1631/FITEE.1900474
Keywords: Filtering antenna Dual-band Antenna array
Basic model study on efficiency evaluation in collaborative design work process
XIE Qiu, YANG Yu, LI Xiaoli, ZHAO Ningyu
Frontiers of Mechanical Engineering 2007, Volume 2, Issue 3, Pages 344-349 doi: 10.1007/s11465-007-0060-4
Keywords: function system work evaluation process efficiency evaluation design work
Title Author Date Type Operation
Preference transfer model in collaborative filtering for implicit data
Bin JU,Yun-tao QIAN,Min-chao YE
Journal Article
A microblog recommendation algorithm based on social tagging and a temporal interest evolution model
Zhen-ming YUAN,Chi HUANG,Xiao-yan SUN,Xing-xing LI,Dong-rong XU
Journal Article
Toward Privacy-Preserving Personalized Recommendation Services
Cong Wang, Yifeng Zheng, Jinghua Jiang, Kui Ren
Journal Article
A new item-based deep network structure using a restricted Boltzmann machine for collaborative filtering
Yong-ping DU, Chang-qing YAO, Shu-hua HUO, Jing-xuan LIU
Journal Article
An application of game theory in distributed collaborative decision making
Angran XIAO
Journal Article
A novel confidence estimation method for heterogeneous implicit feedback
Jing WANG, Lan-fen LIN, Heng ZHANG, Jia-qi TU, Peng-hua YU
Journal Article
Personalized topic modeling for recommending user-generated content
Wei ZHANG, Jia-yu ZHUANG, Xi YONG, Jian-kou LI, Wei CHEN, Zhe-min LI
Journal Article
IN2CLOUD: A novel concept for collaborative management of big railway data
Jing LIN, Uday KUMAR
Journal Article
ApproximateGaussian conjugacy: parametric recursive filtering under nonlinearity,multimodality, uncertainty
Tian-cheng LI, Jin-ya SU, Wei LIU, Juan M. CORCHADO
Journal Article
Collaborative adoption of blockchain technology: A supply chain contract perspective
Journal Article
Ion beam figuring of continuous phase plates based on the frequency filtering process
Mingjin XU,Yifan DAI,Xuhui XIE,Lin ZHOU,Shengyi LI,Wenqiang PENG
Journal Article
Study on affecting factors of collaborative product development based on collaboration hierarchy model
ZHANG Xiaodong, LI Yingzi, ZHANG Zhiqiang
Journal Article
Collaborative learning via social computing
Ricardo S. ALONSO, Javier PRIETO, Óscar GARCÍA, Juan M. CORCHADO
Journal Article
Filtering antennas: from innovative concepts to industrial applications
Yun-fei CAO, Yao ZHANG, Xiu-yin ZHANG
Journal Article