4 A Graph Model for E-Commerce Recommender Systems (2008)
Zan Huang, Wingyan Chung, Hsinchun Chen
Information overload on the Web has created enormous challenges to customers selecting products for online purchases and to online businesses attempting to iden-tify customers ’ preferences...
A comparative study of recommendation algorithms for e-commerce applications (2008)
Zan Huang, Daniel Zeng, Hsinchun Chen
We evaluate a wide range of recommendation algorithms on e-commerce-related datasets. These algorithms include the popular user-based and item-based correlation/similarity algorithms as well as...
Expertise Visualization: An Implementation and Study Based on Cognitive Fit Theory (2008)
Zan Huang, Hsinchun Chen, Fei Guo, Jennifer J. Xu, Soushan Wu, Wun-hwa Chen
Expertise management systems are being widely adopted in organizations to manage tacit knowledge. These systems have successfully applied many information technologies developed for document...
Chapter 2 MAPPING MEDICAL INFORMATICS RESEARCH (2008)
Shauna Eggers, Zan Huang, Hsinchun Chen, Lijun Yan, Cathy Larson, Asraa Rashid, ...
Abstract: The ability to create a big picture of a knowledge domain is valuable to both experts and newcomers, who can use such a picture to orient themselves in the field’s intellectual space,...
Chapter 21 JOINT LEARNING USING MULTIPLE TYPES OF DATA AND KNOWLEDGE (2008)
Zan Huang, Hua Su, Hsinchun Chen
Abstract: This chapter discusses joint learning research in biomedical domains. A brief review of the field of joint learning research is given, with emphases on the large-scale data and knowledge...
A comparative study of recommendation algorithms for e-commerce applications (2008)
Zan Huang, Daniel Zeng, Hsinchun Chen
We evaluate a wide range of recommendation algorithms on e-commerce-related datasets. These algorithms include the popular user-based and item-based correlation/similarity algorithms as well as...
Many classification problems in real-world applications involve class labels derived from an underlying continuous variable typically with certain notion of utility attached, e.g., future profit...
Connecting NSF Funding to Patent Innovation in Nanotechnology (2008)
Zan Huang, Hsinchun Chen, Xin Li, Mihail C. Roco
Nanotechnology research has experienced growth rapid in knowledge and innovations; it also attracted significant public funding in recent years. Several countries have recognized nanotechnology as a...
Expertise Visualization: An Implementation and Study Based on Cognitive Fit Theory (2008)
Zan Huang, Hsinchun Chen, Fei Guo, Jennifer J. Xu, Soushan Wu, Wun-hwa Chen
Expertise management systems are being widely adopted in organizations to manage tacit knowledge. These systems have successfully applied many information technologies developed for document...
Relational Learning for Customer Relationship Management (2008)
Claudia Perlich, Zan Huang, Information Systems
Customer modeling is a critical component of customer relationship management (CRM). Successful customer modeling requires a holistic view and the consolidation of all customer information available...
NanoPort: An Example for Building Knowledge Portals for Scientific Domains (2007)
Jialun Qin, Zan Huang, Yilu Zhou, Michael Chau, Chunju Tseng, Alan Yip, ...
We describe the NanoPort (www.nanoport.org) system to demonstrate a general framework of building domainspecific knowledge portals. These portals consolidate diverse information resources and provide...
Selectively acquiring ratings for product recommendation (2007)
Accurate prediction of customer preferences on products is the key to any recommender systems to realize its promised strategic values such as improved customer satisfaction and therefore enhanced...
Role of IFN-y in TH1 cell commitment / (2006)
Thesis (Ph.D.)--Loyola University of Chicago, 2006.
Genescene: Biomedical Text And Data Mining (2005)
Leroy, Gondy, Chen, Hsinchun, Martinez, Jesse D., Eggers, Shauna, Falsey, Ryan R., Kislin, Kerri L., ...
To access the content of digital texts efficiently, it is necessary to provide more sophisticated access than keyword based searching. Genescene provides biomedical researchers with research findings...
GRAPH-BASED ANALYSIS FOR E-COMMERCE RECOMMENDATION [electronic resource] (2005)
Recommender systems automate the process of recommending products and services to customers based on various types of data including customer demographics, product features, and, most importantly,...
GRAPH-BASED ANALYSIS FOR E-COMMERCE RECOMMENDATION (2005)
Dissertation (PhD)--University of Arizona, Tucson, Arizona, 2005.
Zan Huang, Hsinchun Chen, Lijun Yan, Mihail C. Roco
Nanotechnology holds the promise to revolutionize a wide range of products, processes and applications. It is recognized by over sixty countries as critical for their development at the beginning of...
Zan Huang, Daniel D. Zeng, Hsinchun Chen
We apply random graph modeling methodology to analyze bipartite consumer-product graphs that represent sales transactions to better understand consumer purchase behavior in e-commerce settings. Based...
Link prediction approach to collaborative filtering (2005)
Zan Huang, Xin Li, Hsinchun Chen
Recommender systems can provide valuable services in a digital library environment, as demonstrated by its commercial success in book, movie, and music industries. One of the most commonlyused and...
Huang, Zan, Chen, Hsinchun, Zeng, Daniel
Recommender systems are being widely applied in many application settings to suggest products, services, and information items to potential consumers. Collaborative filtering, the most successful...
A Graph Model for E-Commerce Recommender Systems (2004)
Huang, Zan, Chung, Wingyan, Chen, Hsinchun
Information overload on the Web has created enormous challenges to customers selecting products for online purchases and to online businesses attempting to identify customers’ preferences...
Zan Huang, Hsinchun Chen, Daniel Zeng
Recommender systems are being widely applied in many application settings to suggest products, services, and information items to potential consumers. Collaborative filtering, the most successful...
Zan Huang, Hsinchun Chen, Zhi-kai Chen, Mihail C. Roco
Nanoscale science and engineering (NSE) have seen rapid growth and expansion in new areas in recent years. This paper provides an international patent analysis using the U.S. Patent and Trademark...
A Graph Model for E-Commerce Recommender Systems (2004)
Zan Huang, Wingyan Chung, Hsinchun Chen
this article, we review previous research in recommender systems to identify frequently used approaches and representations. Four recommendation approaches were examined: knowledge engineering,...
Wingyan Chung, Yiwen Zhang, Zan Huang, Gang Wang, Thian-Huat Ong, Hsinchun Chen
this paper, we propose a generic and integrated approach to searching and browsing the Internet in a multilingual world. Based on this approach, we have developed the Chinese Business Intelligence...
Zan Huang, Hsinchun Chen, Daniel Zeng
Recommender systems are being widely applied in many application settings to suggest products, services, and information items to potential consumers. Collaborative filtering, the most successful...
A unified recommendation framework based on Probabilistic Relational Models (2004)
Zan Huang, Daniel D. Zeng, Hsinchun Chen
Recommender systems are being increasingly adopted in various e-commerce applications. A wide range of recommendation approaches have been developed to analyze past consumer-product interactions,...
In vivo activity of nuclease-resistant siRNAs (2004)
LAYZER, JULIANA M., MCCAFFREY, ANTON P., TANNER, ALICE K., HUANG, ZAN, KAY, MARK A., SULLENGER, BRUCE A.
Chemical modifications have been incorporated into short interfering RNAs (siRNAs) without reducing their ability to inhibit gene expression in mammalian cells grown in vitro. In this study, we begin...
Huang, Zan, Chen, Hsinchun, Yip, Alan, Ng, Gavin, Guo, Fei, Chen, Zhi-Kai, ...
Nanoscale science and engineering (NSE) and related areas have seen rapid growth in recent years. The speed and scope of development in the field have made it essential for researchers to be informed...
Thesis (M.S., Electrical and Computer Engineering)--University of California, Irvine, 2003.
Zan Huang, Hsinchun Chen, Alan Yip, Gavin Ng, Fei Guo, Zhi-kai Chen, ...
self-organizing map, citation networks Nanoscale science and engineering (NSE) and related areas have seen rapid growth in recent years. The speed and scope of development in the field have made it...
Genescene: Biomedical Text And Data Mining (2003)
Gondy Leroy Hsinchun, Hsinchun Chen, Jesse D. Martinez, Shauna Eggers, Ryan R. Falsey, Kerri L. Kislin, ...
To access the content of digital texts efficiently, it is necessary to provide more sophisticated access than keyword based searching. Genescene provides biomedical researchers with research findings...
COPLINK: Visualization for Crime Analysis (2003)
Hsinchun Chen, Homa Atabakhsh, Tim Petersen, Jenny Schroeder, Ty Buetow, Luis Chaboya, ...
We have applied various visualization techniques to assist crime analysis. These techniques include a hierarchical list, a hyperbolic tree, a time line tool, a periodic pattern tool, a GIS tool and a...
A Graph-based Recommender System for Digital Library (2002)
Huang, Zan, Chung, Wingyan, Ong, Thian-Huat, Chen, Hsinchun
Research shows that recommendations comprise a valuable service for users of a digital library [11]. While most existing recommender systems rely either on a content-based approach or a collaborative...
A graph-based recommender system for digital library (2002)
Zan Huang, Wingyan Chung, Thian-huat Ong, Hsinchun Chen
Research shows that recommendations comprise a valuable service for users of a digital library [11]. While most existing recommender systems rely either on a content-based approach or a collaborative...
Thomas, Clare E., Storm, Theresa A., Huang, Zan, Kay, Mark A.
Transduction of the liver with single-stranded adeno-associated virus serotype 2 (AAV2) vectors is inefficient; less than 10% of hepatocytes are permissive for stable transduction, and transgene...
In vivo activity of nuclease-resistant siRNAs
LAYZER, JULIANA M., MCCAFFREY, ANTON P., TANNER, ALICE K., HUANG, ZAN, KAY, MARK A., SULLENGER, BRUCE A.
Chemical modifications have been incorporated into short interfering RNAs (siRNAs) without reducing their ability to inhibit gene expression in mammalian cells grown in vitro. In this study, we begin...
Thomas, Clare E., Storm, Theresa A., Huang, Zan, Kay, Mark A.
Transduction of the liver with single-stranded adeno-associated virus serotype 2 (AAV2) vectors is inefficient; less than 10% of hepatocytes are permissive for stable transduction, and transgene...
In vivo activity of nuclease-resistant siRNAs
LAYZER, JULIANA M., MCCAFFREY, ANTON P., TANNER, ALICE K., HUANG, ZAN, KAY, MARK A., SULLENGER, BRUCE A.
Chemical modifications have been incorporated into short interfering RNAs (siRNAs) without reducing their ability to inhibit gene expression in mammalian cells grown in vitro. In this study, we begin...
Human Herpesvirus 6 Activates Lytic Cycle Replication of Kaposi’s Sarcoma-Associated Herpesvirus
Lu, Chun, Zeng, Yi, Huang, Zan, Huang, Li, Qian, Chao, Tang, Guixia, ...
Kaposi’s sarcoma-associated herpesvirus (KSHV) or human herpesvirus 8 (HHV-8) is a γ-herpesvirus consistently identified in Kaposi’s sarcoma (KS), primary effusion lymphoma, and multicentric...
Zeng, Yi, Zhang, Xunhai, Huang, Zan, Cheng, Lin, Yao, Shuihong, Qin, Di, ...
Human immunodeficiency virus type 1 (HIV-1) infection significantly increases the risk of Kaposi's sarcoma (KS) occurrence in individuals infected with Kaposi's sarcoma-associated herpesvirus (KSHV)....
STAT1 promotes megakaryopoiesis downstream of GATA-1 in mice
Huang, Zan, Richmond, Terri D., Muntean, Andrew G., Barber, Dwayne L., Weiss, Mitchell J., Crispino, John D.
Thrombocytosis is associated with inflammation, and certain inflammatory cytokines, including IFN-γ, stimulate megakaryocyte and platelet production. However, the roles of IFN-γ and its downstream...