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American Association for Artificial Intelligence
(20 results)-
White Papers
Solving the Organizational Free Riding Problem With Social Networks
November 16, 2007, 12:00am PST
The paper describes how social networks can help reduce certain situations of free riding in organizations. The technique uses the homophily of an organization's social network to select an...
Provided by American Association for Artificial Intelligence
-
White Papers
Multiple Relationship Types in Online Communities and Social Networks
January 10, 2008, 12:00am PST
Online social networking is increasingly popular and is a feature of many websites. Providing multiple types of relationship, such as friend, fan or colleague, can enhance the significance of the...
Provided by American Association for Artificial Intelligence
-
White Papers
Semantic Web Service Architecture - Evolving Web Service Standards Toward the Semantic Web
January 1, 2010, 12:00am PST
The importance of Web services has been recognized and widely accepted by industry and academic research. However, the two worlds have proposed solutions that progress along different dimensions....
Provided by American Association for Artificial Intelligence
-
White Papers
Adaptive Decision Support for Planning Under Hard and Soft Constraints
January 1, 2010, 12:00am PST
Given the 60-month limit on services, it is crucial that advice from case managers or software take into account longer-term plans, rather than immediate gratification. The constraints on planning...
Provided by American Association for Artificial Intelligence
-
White Papers
Projection and Reaction for Decision Support in Refineries: Combining Multiple Theories
January 1, 2010, 12:00am PST
Modern decision support systems are forced to deal with perpetual change in their environment: change that includes a high degree of uncertainty over the current state of the plant, effects of...
Provided by American Association for Artificial Intelligence
-
White Papers
Scalability in Constraints: Are You Comparing Apples and Oranges?
January 30, 2008, 12:00am PST
This paper shows how to ensure a constant cost for the computation-unit in graphs depicting the number of (Sequential) computation-units at different problem sizes. This is needed for a meaningful...
Provided by American Association for Artificial Intelligence
-
White Papers
Alphabet Soup: A Testbed for Studying Resource Allocation in Multi-Vehicle Systems
September 25, 2006, 12:00am PDT
The authors present ALPHABET SOUP, a Java-based model of a multivehicle warehouse that frames control and coordination issues. By presenting this paper model of an actual system, they hope to...
Provided by American Association for Artificial Intelligence
-
White Papers
Pruning and Dynamic Scheduling of Cost-Sensitive Ensembles
March 22, 2008, 12:00am PDT
Previous research has shown that averaging ensemble can scale up learning over very large cost-sensitive datasets with linear speedup independent of the learning algorithms. At the same time, it...
Provided by American Association for Artificial Intelligence
-
White Papers
Blog Track Open Task: Spam Blog Classification
October 3, 2006, 12:00am PDT
Spam blogs or Splogs are blogs with either auto-generated or plagiarized content created for the sole purpose of hosting ads, promoting affiliate sites and getting new pages indexed. Splogs now...
Provided by American Association for Artificial Intelligence
-
White Papers
TacTex-05: A Champion Supply Chain Management Agent
July 1, 2006, 12:00am PDT
Supply chains are ubiquitous in the manufacturing of many complex products. Traditionally, supply chains have been created through the interactions of human representatives of the companies...
Provided by American Association for Artificial Intelligence
-
White Papers
Intelligent Browsing Assistance for Corporate Knowledge Portals
January 1, 2011, 12:00am PST
The management of knowledge, i.e. knowing what is known and the ability to exploit it is a burning issue for most organizations. Though knowledge management has a strong social perspective,...
Provided by American Association for Artificial Intelligence
-
White Papers
Targeting Specific Distributions of Trajectories in MDPs
July 20, 2006, 12:00am PDT
The authors define TTD-MDPs, a novel class of Markov decision processes where the traditional goal of an agent is changed from finding an optimal trajectory through a state space to realizing a...
Provided by American Association for Artificial Intelligence
-
White Papers
On the Difficulty of Modular Reinforcement Learning for Real-World Partial Programming
June 26, 2006, 12:00am PDT
In recent years there has been a great deal of interest in "Modular Reinforcement Learning" (MRL). Typically, problems are decomposed into concurrent subgoals, allowing increased scalability and...
Provided by American Association for Artificial Intelligence
-
White Papers
A Semantic Importing Approach to Knowledge Reuse From Multiple Ontologies
April 24, 2007, 12:00am PDT
The success of the world wide web can be attributed to the network effect: The absence of central control on content and organization of the web allows thousands of independent actors to...
Provided by American Association for Artificial Intelligence
-
White Papers
Mining the Web to Determine Similarity Between Words, Objects, and Communities
January 1, 2011, 12:00am PST
The World Wide Web provides a wealth of data that can be harnessed to help improve information retrieval and increase understanding of the relationships between different entities. In many cases,...
Provided by American Association for Artificial Intelligence
-
White Papers
Discovering Structural Patterns in Telecommunications Data
January 1, 2011, 12:00am PST
With the increasing amount and complexity of data being collected, there is an urgent need to create automated techniques for mining the data. In particular, data being generated and stored by...
Provided by American Association for Artificial Intelligence
-
White Papers
Graph-Based Hierarchical Conceptual Clustering in Structural Databases
January 1, 2011, 12:00am PST
Cluster analysis has been studied and developed in many areas for a wide variety of applications. The purpose of applying clustering to a database is to gain better understanding of the data, in...
Provided by American Association for Artificial Intelligence
-
White Papers
Optimal Route Planning Under Uncertainty
January 1, 2011, 12:00am PST
The authors present new complexity results and efficient algorithms for optimal route planning in the presence of uncertainty. They employ a decision theoretic framework for defining the optimal...
Provided by American Association for Artificial Intelligence
-
White Papers
Replacements in Non-Ground Answer-Set Programming
January 1, 2011, 12:00am PST
In this paper, the authors propose a formal framework for specifying rule replacements in non-monotonic logic programs within the answer-set programming paradigm. Of particular interest are...
Provided by American Association for Artificial Intelligence
-
White Papers
Identifying Objects Over Time With Description Logics
June 1, 2008, 12:00am PDT
A fundamental requirement for cooperating agents is to agree on a selection of component values of objects that can be used for reliably communicating references to the objects, that is, to...
Provided by American Association for Artificial Intelligence
-
White Papers
Identifying Objects Over Time With Description Logics
June 1, 2008, 12:00am PDT
A fundamental requirement for cooperating agents is to agree on a selection of component values of objects that can be used for reliably communicating references to the objects, that is, to...
Provided by American Association for Artificial Intelligence
-
White Papers
Replacements in Non-Ground Answer-Set Programming
January 1, 2011, 12:00am PST
In this paper, the authors propose a formal framework for specifying rule replacements in non-monotonic logic programs within the answer-set programming paradigm. Of particular interest are...
Provided by American Association for Artificial Intelligence
-
White Papers
Optimal Route Planning Under Uncertainty
January 1, 2011, 12:00am PST
The authors present new complexity results and efficient algorithms for optimal route planning in the presence of uncertainty. They employ a decision theoretic framework for defining the optimal...
Provided by American Association for Artificial Intelligence
-
White Papers
Graph-Based Hierarchical Conceptual Clustering in Structural Databases
January 1, 2011, 12:00am PST
Cluster analysis has been studied and developed in many areas for a wide variety of applications. The purpose of applying clustering to a database is to gain better understanding of the data, in...
Provided by American Association for Artificial Intelligence
-
White Papers
Discovering Structural Patterns in Telecommunications Data
January 1, 2011, 12:00am PST
With the increasing amount and complexity of data being collected, there is an urgent need to create automated techniques for mining the data. In particular, data being generated and stored by...
Provided by American Association for Artificial Intelligence
-
White Papers
Mining the Web to Determine Similarity Between Words, Objects, and Communities
January 1, 2011, 12:00am PST
The World Wide Web provides a wealth of data that can be harnessed to help improve information retrieval and increase understanding of the relationships between different entities. In many cases,...
Provided by American Association for Artificial Intelligence
-
White Papers
A Semantic Importing Approach to Knowledge Reuse From Multiple Ontologies
April 24, 2007, 12:00am PDT
The success of the world wide web can be attributed to the network effect: The absence of central control on content and organization of the web allows thousands of independent actors to...
Provided by American Association for Artificial Intelligence
-
White Papers
On the Difficulty of Modular Reinforcement Learning for Real-World Partial Programming
June 26, 2006, 12:00am PDT
In recent years there has been a great deal of interest in "Modular Reinforcement Learning" (MRL). Typically, problems are decomposed into concurrent subgoals, allowing increased scalability and...
Provided by American Association for Artificial Intelligence
-
White Papers
Targeting Specific Distributions of Trajectories in MDPs
July 20, 2006, 12:00am PDT
The authors define TTD-MDPs, a novel class of Markov decision processes where the traditional goal of an agent is changed from finding an optimal trajectory through a state space to realizing a...
Provided by American Association for Artificial Intelligence
-
White Papers
Intelligent Browsing Assistance for Corporate Knowledge Portals
January 1, 2011, 12:00am PST
The management of knowledge, i.e. knowing what is known and the ability to exploit it is a burning issue for most organizations. Though knowledge management has a strong social perspective,...
Provided by American Association for Artificial Intelligence
-
White Papers
Blog Track Open Task: Spam Blog Classification
October 3, 2006, 12:00am PDT
Spam blogs or Splogs are blogs with either auto-generated or plagiarized content created for the sole purpose of hosting ads, promoting affiliate sites and getting new pages indexed. Splogs now...
Provided by American Association for Artificial Intelligence
-
White Papers
Pruning and Dynamic Scheduling of Cost-Sensitive Ensembles
March 22, 2008, 12:00am PDT
Previous research has shown that averaging ensemble can scale up learning over very large cost-sensitive datasets with linear speedup independent of the learning algorithms. At the same time, it...
Provided by American Association for Artificial Intelligence
-
White Papers
Alphabet Soup: A Testbed for Studying Resource Allocation in Multi-Vehicle Systems
September 25, 2006, 12:00am PDT
The authors present ALPHABET SOUP, a Java-based model of a multivehicle warehouse that frames control and coordination issues. By presenting this paper model of an actual system, they hope to...
Provided by American Association for Artificial Intelligence
-
White Papers
Scalability in Constraints: Are You Comparing Apples and Oranges?
January 30, 2008, 12:00am PST
This paper shows how to ensure a constant cost for the computation-unit in graphs depicting the number of (Sequential) computation-units at different problem sizes. This is needed for a meaningful...
Provided by American Association for Artificial Intelligence
-
White Papers
Projection and Reaction for Decision Support in Refineries: Combining Multiple Theories
January 1, 2010, 12:00am PST
Modern decision support systems are forced to deal with perpetual change in their environment: change that includes a high degree of uncertainty over the current state of the plant, effects of...
Provided by American Association for Artificial Intelligence
-
White Papers
Adaptive Decision Support for Planning Under Hard and Soft Constraints
January 1, 2010, 12:00am PST
Given the 60-month limit on services, it is crucial that advice from case managers or software take into account longer-term plans, rather than immediate gratification. The constraints on planning...
Provided by American Association for Artificial Intelligence
-
White Papers
Semantic Web Service Architecture - Evolving Web Service Standards Toward the Semantic Web
January 1, 2010, 12:00am PST
The importance of Web services has been recognized and widely accepted by industry and academic research. However, the two worlds have proposed solutions that progress along different dimensions....
Provided by American Association for Artificial Intelligence
-
White Papers
Multiple Relationship Types in Online Communities and Social Networks
January 10, 2008, 12:00am PST
Online social networking is increasingly popular and is a feature of many websites. Providing multiple types of relationship, such as friend, fan or colleague, can enhance the significance of the...
Provided by American Association for Artificial Intelligence
-
White Papers
Solving the Organizational Free Riding Problem With Social Networks
November 16, 2007, 12:00am PST
The paper describes how social networks can help reduce certain situations of free riding in organizations. The technique uses the homophily of an organization's social network to select an...
Provided by American Association for Artificial Intelligence
-
White Papers
TacTex-05: A Champion Supply Chain Management Agent
July 1, 2006, 12:00am PDT
Supply chains are ubiquitous in the manufacturing of many complex products. Traditionally, supply chains have been created through the interactions of human representatives of the companies...
Provided by American Association for Artificial Intelligence
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