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Computational intelligence - a logical approach
This chapter discusses representation and Reasoning systems, Robotic Systems, and the Uses of Agent models as well as some more Implemented Systems.
Theorist: A Logical Reasoning System for Defaults and Diagnosis
We provide an introduction to Theorist, a logic programming system that uses a uniform deductive reasoning mechanism to construct explanations of observations in terms of facts and hypotheses.…
Local Community Identification in Social Networks
- Jiyang Chen, Osmar R Zaiane, R. Goebel
- Computer ScienceInternational Conference on Advances in Social…
- 20 July 2009
A new measure of local community structure is proposed, coupled with a two-phase algorithm that extracts all possible candidates first, and then optimizes the community hierarchy, and results verify the feasibility and effectiveness of this approach.
Detecting Communities in Social Networks Using Max-Min Modularity
A new community mining measure, Max-Min Modularity, which considers both connected pairs and criteria defined by domain experts in finding communities, and then specifies a hierarchical clustering algorithm to detect communities in networks shows improvement over previous algorithms.
Open Information Extraction with Tree Kernels
An unsupervised rule-based approach which can serve as a strong baseline for Open IE systems and multiple SVM models with dependency tree kernels for both explicit relation extraction and confirm explicit relation words for two entities are proposed.
Discriminative Learning of Selectional Preference from Unlabeled Text
The model outperforms other recent approaches, achieving excellent correlation with human plausibility judgments, and identifies 66% more verb-object pairs in unseen text, and resolves 37% more pronouns correctly in a pronoun resolution experiment.
A Summary of the COLIEE 2019 Competition
- J. Rabelo, Mi-Young Kim, R. Goebel, Masaharu Yoshioka, Yoshinobu Kano, K. Satoh
- PsychologyJSAI-isAI Workshops
The evaluation of the 6th Competition on Legal Information Extraction/Entailment (COLIEE 2019) consists of four tasks: two on case law and two on statute law, which attempts to confirm whether a particular statute applies to a yes/no question.
Web-Scale N-gram Models for Lexical Disambiguation
This work presents a unified view of using web counts for lexical disambiguation with supervised and unsupervised systems that combine information from multiple and overlapping segments of context.
Distributional Identification of Non-Referential Pronouns
An automatic approach to determining whether a pronoun in text refers to a preceding noun phrase or is instead nonreferential, which achieves the highest performance yet attained on this important task.
Extracellular Proteomes of Arabidopsis Thaliana and Brassica Napus Roots: Analysis and Comparison by MudPIT and LC-MS/MS
This study is a first step to identify low abundance extracytosolic proteins from Arabidopsis thaliana and Brassica napus roots using recent advances in the field of proteomics.