Publication statistics

Pub. period:1993-2008
Pub. count:24
Number of co-authors:36



Co-authors

Number of publications with 3 favourite co-authors:

Ning Zhong:7
Yiyu Yao:5
Kwok Ching Tsui:3

 

 

Productive colleagues

Jiming Liu's 3 most productive colleagues in number of publications:

Jie Yang:43
Yiyu Yao:29
Ning Zhong:29
 
 
 

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The Social Design of Technical Systems: Building technologies for communities. 2nd Edition
by Brian Whitworth and Adnan Ahmad
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Gamification at Work: Designing Engaging Business Software
by Janaki Mythily Kumar and Mario Herger
start reading
 
 
 
 
The Social Design of Technical Systems: Building technologies for communities
by Brian Whitworth and Adnan Ahmad
start reading
 
 
 
 
The Encyclopedia of Human-Computer Interaction, 2nd Ed.
by Mads Soegaard and Rikke Friis Dam
start reading
 
 

Jiming Liu

Personal Homepage:
comp.hkbu.edu.hk/~jiming/

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Publications by Jiming Liu (bibliography)

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2008
 
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Gao, Lin, Liu, Jiming, Zhang, Shiwu and Yang, Jie (2008): Discovering the Dynamics in a Social Memory Network. In: 2008 IEEE / WIC / ACM International Conference on Web Intelligence WI 2008 9-12 December, 2008, Sydney, NSW, Australia. pp. 200-203.

 
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Yang, Bo, Liu, Jiming, Feng, Jianfeng and Liu, Dayou (2008): On Modularity of Social Network Communities: The Spectral Characterization. In: 2008 IEEE / WIC / ACM International Conference on Web Intelligence WI 2008 9-12 December, 2008, Sydney, NSW, Australia. pp. 127-133.

 
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Liu, Jiming (2008): Autonomy-Oriented Computing for Web Intelligence and Brain Informatics. In: 2008 IEEE / WIC / ACM International Conference on Web Intelligence WI 2008 9-12 December, 2008, Sydney, NSW, Australia. p. 33.

 
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Lu, Jianguo, Wang, Yan, Liang, Jie, Chen, Jessica and Liu, Jiming (2008): An Approach to Deep Web Crawling by Sampling. In: 2008 IEEE / WIC / ACM International Conference on Web Intelligence WI 2008 9-12 December, 2008, Sydney, NSW, Australia. pp. 718-724.

 
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Yang, Bo and Liu, Jiming (2008): Discovering global network communities based on local centralities. In ACM Transactions on the Web, 2 (1) p. 9.

One of the central problems in studying and understanding complex networks, such as online social networks or World Wide Web, is to discover hidden, either physically (e.g., interactions or hyperlinks) or logically (e.g., profiles or semantics) well-defined topological structures. From a practical point of view, a good example of such structures would be so-called network communities. Earlier studies have introduced various formulations as well as methods for the problem of identifying or extracting communities. While each of them has pros and cons as far as the effectiveness and efficiency are concerned, almost none of them has explicitly dealt with the potential relationship between the global topological property of a network and the local property of individual nodes. In order to study this problem, this paper presents a new algorithm, called ICS, which aims to discover natural network communities by inferring from the local information of nodes inherently hidden in networks based on a new centrality, that is, clustering centrality, which is a generalization of eigenvector centrality. As compared with existing methods, our method runs efficiently with a good clustering performance. Additionally, it is insensitive to its built-in parameters and prior knowledge.

© All rights reserved Yang and Liu and/or ACM

2007
 
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Liu, Jiming (2007): Computing as an Evolving Discipline: 10 Observations. In IEEE Computer, 40 (5) pp. 110-112.

 
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Wang, Minhong, Wang, Huaiqing and Liu, Jiming (2007): Dynamic Supply Chain Integration through Intelligent Agents. In: HICSS 2007 - 40th Hawaii International International Conference on Systems Science 3-6 January, 2007, Waikoloa, Big Island, HI, USA. p. 46.

 
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Zhong, Ning, Liu, Jiming and Yao, Yiyu (2007): Envisioning intelligent information technologies through the prism of web intelligence. In Communications of the ACM, 50 (3) pp. 89-94.

2006
 
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Zhang, Shiwu and Liu, Jiming (2006): From Local Behaviors to the Dynamics in an Agent Network. In: 2006 IEEE / WIC / ACM International Conference on Web Intelligence WI 2006 18-22 December, 2006, Hong Kong, China. pp. 572-580.

 
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Li, Wenbin, Zhong, Ning, Liu, Jiming, Yao, Yiyu and Liu, Chunnian (2006): Perspective of Applying the Global E-mail Network. In: 2006 IEEE / WIC / ACM International Conference on Web Intelligence WI 2006 18-22 December, 2006, Hong Kong, China. pp. 117-120.

 
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Cheung, William K., Zhang, Xiaofeng, Wong, Ho-Fai, Liu, Jiming, Luo, Zongwei and Tong, Frank C. H. (2006): Service-Oriented Distributed Data Mining. In IEEE Internet Computing, 10 (4) pp. 44-54.

 
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Liu, Jiming and Tsui, Kwok Ching (2006): Toward nature-inspired computing. In Communications of the ACM, 49 (10) pp. 59-64.

2005
 
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Skowron, Andrzej, Agrawal, Rakesh, Luck, Michael, Yamaguchi, Takahira, Morizet-Mahoudeaux, Pierre, Liu, Jiming and Zhong, Ning (eds.) 2005 IEEE / WIC / ACM International Conference on Web Intelligence WI 2005 19-22 September, 2005, Compiegne, France.

 
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Jin, Xiaolong and Liu, Jiming (2005): Resource Optimization in Heterogeneous Web Environments. In: Skowron, Andrzej, Agrawal, Rakesh, Luck, Michael, Yamaguchi, Takahira, Morizet-Mahoudeaux, Pierre, Liu, Jiming and Zhong, Ning (eds.) 2005 IEEE / WIC / ACM International Conference on Web Intelligence WI 2005 19-22 September, 2005, Compiegne, France. pp. 46-49.

 
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Su, Yila, Liu, Jiming, Zhong, Ning and Liu, Chunnian (2005): A Method of Distributed Problem Solving on the Web. In: Skowron, Andrzej, Agrawal, Rakesh, Luck, Michael, Yamaguchi, Takahira, Morizet-Mahoudeaux, Pierre, Liu, Jiming and Zhong, Ning (eds.) 2005 IEEE / WIC / ACM International Conference on Web Intelligence WI 2005 19-22 September, 2005, Compiegne, France. pp. 42-45.

2004
 
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Cheung, William Kwok-Wai, Liu, Jiming, Tsang, Kevin H. and Wong, Raymond K. (2004): Dynamic Resource Selection For Service Composition in The Grid. In: 2004 IEEE/WIC/ACM International Conference on Web Intelligence WI 2004 20-24 September, 2004, Beijing, China. pp. 412-418.

 
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Liu, Jiming and Cheung, William Kwok-Wai (2004): A Driving Force for e-Transformation - The Centre for e-Transformation Research / WIC Hong Kong Centre. In: 2004 IEEE/WIC/ACM International Conference on Web Intelligence WI 2004 20-24 September, 2004, Beijing, China. pp. 791-792.

 
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Tsui, Kwok Ching, Liu, Jiming and Shi, Jinglun (2004): Anycast-Based Cooperative Proxy Caching: Preliminary Results. In: 2004 IEEE/WIC/ACM International Conference on Web Intelligence WI 2004 20-24 September, 2004, Beijing, China. pp. 405-411.

2002
 
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Zhong, Ning, Liu, Jiming and Yao, Yiyu (2002): In Search of the Wisdom Web. In IEEE Computer, 35 (11) pp. 27-31.

2001
 
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Zhong, Ning, Yao, Yiyu, Liu, Jiming and Ohsuga, Setsuo (eds.) Web Intelligence Research and Development - First Asia-Pacific Conference - WI 2001 October 23-26, 2001, Maebashi City, Japan.

 
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Tsui, Kwok Ching, Liu, Jiming and Liu, Hiu Lo (2001): Autonomy Oriented Load Balancing in Proxy Cache Servers. In: Zhong, Ning, Yao, Yiyu, Liu, Jiming and Ohsuga, Setsuo (eds.) Web Intelligence Research and Development - First Asia-Pacific Conference - WI 2001 October 23-26, 2001, Maebashi City, Japan. pp. 115-124.

 
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Yao, Yiyu, Zhong, Ning, Liu, Jiming and Ohsuga, Setsuo (2001): Web Intelligence (WI). In: Zhong, Ning, Yao, Yiyu, Liu, Jiming and Ohsuga, Setsuo (eds.) Web Intelligence Research and Development - First Asia-Pacific Conference - WI 2001 October 23-26, 2001, Maebashi City, Japan. pp. 1-17.

1993
 
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Desmarais, Michel C. and Liu, Jiming (1993): Exploring the Applications of User-Expertise Assessment for Intelligent Interfaces. In: Ashlund, Stacey, Mullet, Kevin, Henderson, Austin, Hollnagel, Erik and White, Ted (eds.) Proceedings of the ACM CHI 93 Human Factors in Computing Systems Conference April 24-29, 1993, Amsterdam, The Netherlands. pp. 308-313.

An adaptive user interface relies, to a large extent, upon an adequate user model (e.g., a representation of user-expertise). However, building a user model may be a tedious and time consuming task that will render such an interface unattractive to developers. We thus need an effective means of inferring the user model at low cost. In this paper, we describe a technique for automatically inferring a fine-grain model of a user's knowledge state based on a small number of observations. With this approach, the domain of knowledge to be evaluated is represented as a network of nodes (knowledge units -- KU) and links (implications) induced from empirical user profiles. The user knowledge state is specified as a set of weights attached to the knowledge units that indicate the likelihood of mastery. These weights are updated every time a knowledge unit is reassigned a new weight (e.g., by a question-and-answer process). The updating scheme is based on the Dempster-Shafer algorithm. A User Knowledge Assessment Tool (UKAT) that employs this technique has been implemented. By way of simulations, we explore an entropy-based method of choosing questions, and compare the results with a random sampling method. The experimental results show that the proposed knowledge assessment and questioning methods are useful and efficient in inferring detailed models of user-expertise, but the entropy-based method can induce a bias in some circumstances.

© All rights reserved Desmarais and Liu and/or ACM Press

 
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Desmarais, Michel C. and Liu, Jiming (1993): Experimental Results on User Knowledge Assessment with an Evidential Reasoning Methodology. In: Gray, Wayne D., Hefley, William and Murray, Dianne (eds.) International Workshop on Intelligent User Interfaces 1993 January 4-7, 1993, Orlando, Florida, USA. pp. 223-226.

User modeling is a crucial element of intelligent interfaces. This paper presents some preliminary results on a method for the assessment of user knowledge. Knowledge of an individual is modeled as a subset of a global set of knowledge units (KU). The KUs are interrelated among each other through implication relations, indicating that certain KUs are prerequisite to others. The structure of implications is induced algorithmically through an induction procedure utilizing empirical data on the knowledge state of a number of subjects. It is thereafter used in a knowledge assessment process based on the Dempster-Shafer evidential reasoning methodology. The preliminary results demonstrate that our approach can successfully assess knowledge by randomly sampling KUs in a knowledge state and infer which KUs are known and unknown.

© All rights reserved Desmarais and Liu and/or ACM Press

 
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Page Information

Page maintainer: The Editorial Team
URL: http://www.interaction-design.org/references/authors/jiming_liu.html

Publication statistics

Pub. period:1993-2008
Pub. count:24
Number of co-authors:36



Co-authors

Number of publications with 3 favourite co-authors:

Ning Zhong:7
Yiyu Yao:5
Kwok Ching Tsui:3

 

 

Productive colleagues

Jiming Liu's 3 most productive colleagues in number of publications:

Jie Yang:43
Yiyu Yao:29
Ning Zhong:29
 
 
 

Upcoming Courses

go to course
User-Centred Design - Module 3
72% booked. Starts in 23 days
 
 

Featured chapter

Marc Hassenzahl explains the fascinating concept of User Experience and Experience Design. Commentaries by Don Norman, Eric Reiss, Mark Blythe, and Whitney Hess

User Experience and Experience Design !

 
 

Our Latest Books

 
 
The Social Design of Technical Systems: Building technologies for communities. 2nd Edition
by Brian Whitworth and Adnan Ahmad
start reading
 
 
 
 
Gamification at Work: Designing Engaging Business Software
by Janaki Mythily Kumar and Mario Herger
start reading
 
 
 
 
The Social Design of Technical Systems: Building technologies for communities
by Brian Whitworth and Adnan Ahmad
start reading
 
 
 
 
The Encyclopedia of Human-Computer Interaction, 2nd Ed.
by Mads Soegaard and Rikke Friis Dam
start reading