Natural Language Processing

Natural Language Processing

Natural Language Processing (NLP) refers to AI method of communicating with an intelligent systems using a natural language such as English. Processing of Natural Language is required when you want…
Information extraction

Information extraction

information extraction (IE), information retrieval (IR) is the task of automatically extracting structured information from unstructured and/or semi-structured machine-readable documents and other electronically represented sources. In most of the cases this activity concerns processing human…
language modeling

language modeling

Language modeling (LM) is the use of various statistical and probabilistic techniques to determine the probability of a given sequence of words occurring in a sentence. Language models analyze bodies…
Argumentation among Agents

Argumentation among Agents

What is Argumentation? Arguing with Others “A verbal and social activity of reason aimed at increasing (or decreasing) the acceptability of a controversial standpoint for the listener or reader, by…
Negotiation Bargaining

Negotiation Bargaining

Bargaining is a simple form of the distributive negotiation process that is both competitive and positional. Bargaining doesn’t seek to create value but instead focuses on negotiators claiming value.Bargaining very…
What is agent communication?

What is agent communication?

Communication is necessary in order to allow collaboration, negotiation, cooperation, etc… between independent entities. For this purpose, it requires a well-defined, agreed and commonly understood semantics. Therefore, there cannot be…
Truth Maintenance Systems

Truth Maintenance Systems

inferences drawn by the knowledge representation system will have only default status, rather than being absolutely certain. Inevitably, some of these inferred "facts" will turn out to be wrong and…
Reasoning Systems for Categories

Reasoning Systems for Categories

2 families of systems designed for organizing and reasoning with categories:  semantic networks - utilizing graphs and algorithms for inferring properties of an object on the basis of its category membership…