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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

Abstract:

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 suchIn addition, personalized recommendation services have become extremely effective revenue drivers forDespite the great benefits, deploying personalized recommendation services typically requires the collection, and existing works that focus on privacy-preserving personalized recommendation services.

Keywords: Privacy protection     Personalized recommendation services     Targeted delivery     Collaborative filtering     Machine    

Exploring nonlinear spatiotemporal effects for personalized next point-of-interest recommendation

孙曦,吕志民

Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 9,   Pages 1273-1286 doi: 10.1631/FITEE.2200304

Abstract: Next point-of-interest (POI) recommendation is an important personalized task in location-based social

Keywords: Point-of-interest recommendation     Spatiotemporal effects     Long short-term memory (LSTM)     Attention mechanism    

RepoLike: amulti-feature-based personalized recommendation approach for open-source repositories None

Cheng YANG, Qiang FAN, Tao WANG, Gang YIN, Xun-hui ZHANG, Yue YU, Hua-min WANG

Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 2,   Pages 222-237 doi: 10.1631/FITEE.1700196

Abstract:

With the deep integration of software collaborative development and social networking, social coding represents a new style of software production and creation paradigm. Because of their good flexibility and openness, a large number of external contributors have been attracted to the open-source communities. They are playing a significant role in open-source development. However, the open-source development online is a globalized and distributed cooperative work. If left unsupervised, the contribution process may result in inefficiency. It takes contributors a lot of time to find suitable projects or tasks from thousands of open-source projects in the communities to work on. In this paper, we propose a new approach called “RepoLike,” to recommend repositories for developers based on linear combination and learning to rank. It uses the project popularity, technical dependencies among projects, and social connections among developers to measure the correlations between a developer and the given projects. Experimental results show that our approach can achieve over 25% of hit ratio when recommending 20 candidates, meaning that it can recommend closely correlated repositories to social developers.

Keywords: Social coding     Open-source software     Personal recommendation     GitHub    

Personalized medicine of type 2 diabetes

Weiping Jia

Frontiers of Medicine 2013, Volume 7, Issue 1,   Pages 1-3 doi: 10.1007/s11684-013-0241-y

Urban constructed wetlands: Assessing ecosystem services and disservices for safe, resilient, and sustainable

Frontiers of Engineering Management   Pages 582-596 doi: 10.1007/s42524-023-0268-y

Abstract: evaluates the potential of eight constructed wetlands near Beijing, China, focusing on their ecosystem services

Keywords: constructed wetland     emergy     ecosystem services     disservices     ternary diagram    

Personalized biomedical devices & systems for healthcare applications

I-Ming CHEN, Soo Jay PHEE, Zhiqiang LUO, Chee Kian LIM

Frontiers of Mechanical Engineering 2011, Volume 6, Issue 1,   Pages 3-12 doi: 10.1007/s11465-011-0209-z

Abstract: started to benefit from this technology trend by providing more and more miniature biomedical devices for personalized

Keywords: personalized medical devices     wearable sensor     haptic device     ingestible medical capsule    

Project management maturity in construction consulting services: Case of Expo in China

Yongkui LI, Qing YANG, Yan ZHANG

Frontiers of Engineering Management 2020, Volume 7, Issue 3,   Pages 384-395 doi: 10.1007/s42524-019-0070-z

Abstract: in the construction field have been weak and insufficient, particularly in construction consulting services

Keywords: construction consulting services     project management maturity model     non-process factors     Expo    

Recent development on statistical methods for personalized medicine discovery

Yingqi Zhao, Donglin Zeng

Frontiers of Medicine 2013, Volume 7, Issue 1,   Pages 102-110 doi: 10.1007/s11684-013-0245-7

Abstract: number of new statistical methods have been developed to tackle the important problem of estimating personalized

Keywords: dynamic treatment regimes     personalized medicine     reinforcement learning     Q-learning    

Family planning technical services in China

Shang-Chun WU

Frontiers of Medicine 2010, Volume 4, Issue 3,   Pages 285-289 doi: 10.1007/s11684-010-0097-3

Abstract: Technical services are the key measures for implementing the family planning policy.The people can access various and convenient contraceptive services.In urban areas, all contraceptive services are free.Great efforts have been made in promoting “human-oriented and client-centered” services during the recentRemarkable success has been achieved in improving the quality of technical services.

Keywords: family planning     contraceptive method     service delivery    

Non-IID Recommender Systems: A Review and Framework of Recommendation Paradigm Shifting Artical

Longbing Cao

Engineering 2016, Volume 2, Issue 2,   Pages 212-224 doi: 10.1016/J.ENG.2016.02.013

Abstract:

While recommendation plays an increasingly critical role in our living, study, work, and entertainment, the recommendations we receive are often for irrelevant, duplicate, or uninteresting products and servicesIn this paper, the non-IID nature and characteristics of recommendation are discussed, followed by theThis non-IID recommendation research triggers the paradigm shift from IID to non-IID recommendation researchand can hopefully deliver informed, relevant, personalized, and actionable recommendations.

Keywords: relationship     Coupling learning     Relational learning     IIDness learning     Non-IIDness learning     Recommender system     Recommendation     Non-IID recommendation    

Investigating the effect of online and offline reputation on the provision of online counseling services

Frontiers of Engineering Management   Pages 563-576 doi: 10.1007/s42524-022-0198-0

Abstract: relies on the participation of patients and physicians, especially on the provision of health counseling servicesour study is to explore the factors motivating Chinese physicians to provide online health counseling servicesrelationship rather than a complementary relationship in influencing physicians to provide online counseling services

Keywords: Internet hospitals     physicians’ online counseling     online reputation     offline reputation    

Utilizing big data to build personalized technology and system of diagnosis and treatment in traditional

Baoyan Liu

Frontiers of Medicine 2014, Volume 8, Issue 3,   Pages 272-278 doi: 10.1007/s11684-014-0364-9

Translational medicine promising personalized therapy in oncology

Yi-Xin ZENG, Xiao-Shi ZHANG, Qiang LIU,

Frontiers of Medicine 2010, Volume 4, Issue 4,   Pages 351-355 doi: 10.1007/s11684-010-0320-2

Clinical phenotype network: the underlying mechanism for personalized diagnosis and treatment of traditional

Xuezhong Zhou,Yubing Li,Yonghong Peng,Jingqing Hu,Runshun Zhang,Liyun He,Yinghui Wang,Lijie Jiang,Shiyan Yan,Peng Li,Qi Xie,Baoyan Liu

Frontiers of Medicine 2014, Volume 8, Issue 3,   Pages 337-346 doi: 10.1007/s11684-014-0349-8

Abstract: medicine (TCM) investigates the clinical diagnosis and treatment regularities in a typical schema of personalizedHowever, the underlying mechanisms of TCM personalized medicine are not fully investigated so far andThis paper discusses framework of TCM personalized medicine in classic literatures and in real-worldclinical settings, and investigates the underlying mechanisms of TCM personalized medicine from the perspectivesTo investigate the underlying mechanisms of TCM personalized medicine, we constructed a clinical phenotype

Keywords: personalized medicine     complex network     clinical phenotype network     traditional Chinese medicine    

Socialized care services for the aged population: System construction and support measures

Frontiers of Engineering Management 2023, Volume 10, Issue 2,   Pages 339-353 doi: 10.1007/s42524-022-0208-2

Abstract: technology-driven culture, and government policy support emerges to enable the development of the socialized care services

Keywords: socialized     care service for the elderly     system construction     support measure    

Title Author Date Type Operation

Toward Privacy-Preserving Personalized Recommendation Services

Cong Wang, Yifeng Zheng, Jinghua Jiang, Kui Ren

Journal Article

Exploring nonlinear spatiotemporal effects for personalized next point-of-interest recommendation

孙曦,吕志民

Journal Article

RepoLike: amulti-feature-based personalized recommendation approach for open-source repositories

Cheng YANG, Qiang FAN, Tao WANG, Gang YIN, Xun-hui ZHANG, Yue YU, Hua-min WANG

Journal Article

Personalized medicine of type 2 diabetes

Weiping Jia

Journal Article

Urban constructed wetlands: Assessing ecosystem services and disservices for safe, resilient, and sustainable

Journal Article

Personalized biomedical devices & systems for healthcare applications

I-Ming CHEN, Soo Jay PHEE, Zhiqiang LUO, Chee Kian LIM

Journal Article

Project management maturity in construction consulting services: Case of Expo in China

Yongkui LI, Qing YANG, Yan ZHANG

Journal Article

Recent development on statistical methods for personalized medicine discovery

Yingqi Zhao, Donglin Zeng

Journal Article

Family planning technical services in China

Shang-Chun WU

Journal Article

Non-IID Recommender Systems: A Review and Framework of Recommendation Paradigm Shifting

Longbing Cao

Journal Article

Investigating the effect of online and offline reputation on the provision of online counseling services

Journal Article

Utilizing big data to build personalized technology and system of diagnosis and treatment in traditional

Baoyan Liu

Journal Article

Translational medicine promising personalized therapy in oncology

Yi-Xin ZENG, Xiao-Shi ZHANG, Qiang LIU,

Journal Article

Clinical phenotype network: the underlying mechanism for personalized diagnosis and treatment of traditional

Xuezhong Zhou,Yubing Li,Yonghong Peng,Jingqing Hu,Runshun Zhang,Liyun He,Yinghui Wang,Lijie Jiang,Shiyan Yan,Peng Li,Qi Xie,Baoyan Liu

Journal Article

Socialized care services for the aged population: System construction and support measures

Journal Article