A New Fuzzy Spectral Approach to Information Integration in a Search Engine

Korotkikh, Galina

doi:10.1007/3-540-32365-1_13

Cited by 2 publications

(2 citation statements)

References 2 publications

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“…In another work, which is based on Zadeh's question-answering model, Korotkikh [47] has proposed a new fuzzy spectral approach for search engines in order to integrate information in search engines. De Cock and his colleagues in several works (the latest is [8] which will be explained in Chapter 3) proposed building a thesauri fuzzy system that can be employed on top of current search engines by adding an extra layer of term-to-term relationship which can be extracted from term-to-document relationships.…”

Section: Use Of Fuzzy Sets In Information Retrievalmentioning

confidence: 99%

Fuzzy Thesauri Recommendation System For Web 2.0 Social networks

Ghasemi¹

2021

Preprint

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In the information age with billions of documents available on the Internet, searching among these documents has become quite a challenge for researchers. Since most of the search methods are based on terms within the documents, identifying the relationship between the terms has always been important in the eld of Information Retrieval. Using term relations in query expansion techniques is one of the most commonly used and successful approaches that are being used in order to help users nd what they need. In this study a fuzzy set based methodology is exploited for the retrieval and analysis of data available in Web2.0 social networking sites. The documents in each server or node are used for building a knowledge-base that will be employed by the Recommendation System in order to provide domain speci c suggestions, based on the friendship network in social networking sites. The results of the study show that the proposed methodology is reasonably scalable and can be employed on social networking sites.

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Section: Use Of Fuzzy Sets In Information Retrievalmentioning

confidence: 99%

Fuzzy Thesauri Recommendation System For Web 2.0 Social networks

Ghasemi¹

2021

Preprint

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“…Usually, in space and time information about a complex system is given by time series that can be used to characterize correlations through the variance-covariance matrix. Based on computational results [7], [16], [17] we suggest to apply eigenvalues and eigenvectors of variancecovariance matrices to obtain information about a complex system in the hierarchical network from the information about the system in space and time. In particular, this could specify the correlation structure and the geometrical pattern of the Earth system by using corresponding time series.…”

Section: The Hierarchical Network Of Prime Integer Relations As a Pos...mentioning

confidence: 99%

From Space and Time to a Deeper Reality as a Possible Way to Solve Global Problems

Korotkikh,

Korotkikh

2011

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To deal with global problems we suggest to consider complex systems not in space and time, but in a possible deeper reality, i.e., the hierarchical network of prime integer relations. Encoded by arithmetic through the self-organization processes the hierarchical network appears as the mathematical structure of one harmonious and interconnected whole. Remarkably, the holistic nature of the hierarchical network allows to formulate a single universal objective of a complex system defined in terms of the integration principle. We propose that by the realization of the integration principle the Earth system could be transformed to become an integrated part of a larger system with more capacity and energy to sustain life. Significantly, based on integers and controlled by arithmetic only the hierarchical network has a unique potential to provide an irreducible common ground fully trusted by different parties and helping to reveal a higher collective purpose.

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A New Fuzzy Spectral Approach to Information Integration in a Search Engine

Cited by 2 publications

References 2 publications

Fuzzy Thesauri Recommendation System For Web 2.0 Social networks

Fuzzy Thesauri Recommendation System For Web 2.0 Social networks

From Space and Time to a Deeper Reality as a Possible Way to Solve Global Problems

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