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ITHEA Classification Structure > F. Theory of Computation  > F.1 COMPUTATION BY ABSTRACT DEVICES  > F.1.1 Models of Computation 
ITHEA Classification Structure > H. Information Systems  > H.2 DATABASE MANAGEMENT  > H.2.8 Database Applications 
ITHEA Classification Structure > I. Computing Methodologies  > I.2 ARTIFICIAL INTELLIGENCE 
COMPUTATIONAL MODEL FOR SERENDIPITY
By: A. Anguera, M.A. Diaz, A. Gutierrez (4771 reads)
Rating: (1.00/10)

Abstract: In recent years there have been various attempts and studies that are eager to serendipity in Computer Science. Authors such as Campos and Dias have tried to model the serendipity in order to get serendipitous behaviors in Information Retrieval (IR). There have been attempts to introduce serendipity in Recommender Systems (RS), although the latter proposals have led efforts using metrics for measure Serendipity in those RS, rather than to emulate Serendipitous behaviors in recommender systems. However, so far there haven´t been succeeded in designing a model which can be applied to different Web browsing. The main problem we have detected analyzing the proposals in this field is that the solutions provided do not take into account the two aspects of the concept of serendipity. Do not consider that in addition to the accidental discovery of information that is not sought for, is also required some characteristics in the user like sagacity, perception, flexible thinking or intensive preparation. If we could develop a model that support any search engine or search tool, we would facilitate an incredible advantage to the user by offering specially information that the user is not focused upon. The aim of this paper is to propose a computational model that supports Serendipity and induce and facilitate serendipity through the use of a special-purpose designed system.

Keywords: Supporting serendipity, : Designing Serendipity Serendipia, Data Minig, Artificial intelligence, SOM, Models of Computation

ACM Classification Keywords: H.2.8 Data Mining, F.1.1 Models of Computation, I.2 Artificial intelligence

Link:

COMPUTATIONAL MODEL FOR SERENDIPITY

A. Anguera, M.A. Diaz, A. Gutierrez

http://foibg.com/ijitk/ijitk-vol05/ijitk05-1-p08.pdf

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F.1.1 Models of Computation
article: ALGORITHMIZATION PROCESS FOR FRACTAL ANALYSIS IN THE CHAOTIC DYNAMICS OF ... · INTELLIGENT TRADING SYSTEMS · AN ARCHITECTURE FOR REPRESENTING BIOLOGICAL PROCESSES BASED ON NETWORKS... · Polynomial Regression using a Perceptron with Axo-axonic Connections · ACCOUNTING IN THEORETICAL GENETICS · A NEW METHOD FOR THE BINARY ENCODING AND HARDWARE IMPLEMENTATION OF METABOLIC P · GENETIC BASED SPOT DETECTION METHOD IN TWO-DIMENSIONAL ELECTROPHORESIS IMAGES · Self-Organizing Architectural design based on Morphogenetic Programming · PRION CRYSTALIZATION MODEL AND ITS APPLICATION TO RECOGNITION PATTERN · POLYNOMIAL APPROXIMATION USING PARTICLE SWARM OPTIMIZATION OF LINEAR ... · MULTIPLE-MODEL DESCRIPTION AND STRUCTURE DYNAMICS ANALYSIS OF ACTIVE MOVING... · COMPUTATIONAL MODEL FOR SERENDIPITY · STRING MEASURE APPLIED TO STRING SELF-ORGANIZING MAPS AND NETWORKS OF ... · CLASSIFICATION OF DATA TO EXTRACT KNOWLEDGE FROM NEURAL NETWORKS · SIMULTANEOUS CONTROL OF CHAOTIC SYSTEMS USING RBF NETWORKS · TIMED TRANSITION AUTOMATA AS NUMERICAL PLANNING DOMAIN · STATIC ANALYSIS OF USEFULNESS STATES IN TRANSITION P SYSTEMS · GENERALIZING OF NEURAL NETS: FUNCTIONAL NETS OF SPECIAL TYPE · AUTOMATA–BASED METHOD FOR SOLVING SYSTEMS OF LINEAR CONSTRAINTS IN {0,1} · FILTERED NETWORKS OF EVOLUTIONARY PROCESSORS* · NEURAL CONTROL OF CHAOS AND APLICATIONS · SOLVING A DIRECT MARKETING PROBLEM BY THREE TYPES OF ARTMAP NEURAL NETWORKS ·
H.2.8 Database Applications
article: STORING INFORMATION VIA NATURAL LANGUAGE ADDRESSING – A STEP TOWARD MODELING ... · ALGORITHM FOR QUICK NUMBERING OF LARGE VOLUMES OF DATA · RDFARM - A SYSTEM FOR STORING LARGE SETS OF RDF TRIPLES AND QUADRUPLES BY ... · SELF-CITATIONS EFFECT ON SCIENTOMETRIC INDEXES · SHAPING THE CITATION-PAPER RANK DISTRIBUTIONS: BEYOND HIRSCH’S MODEL · ONTOARM - A SYSTEM FOR STORING ONTOLOGIES BY NATURAL LANGUAGE ADDRESSING · METHOD OF DATA ANALYSIS BASED ON CLUSTERING IN “SYNDROMES” INDICATORS SPACE · ANALYZING THE LOCALIZATION OF LANGUAGE FEATURES WITH COMPLEX SYSTEMS TOOLS ... · WORDARM - A SYSTEM FOR STORING DICTIONARIES AND THESAURUSES BY ... · ASSOCIATION RULE MINING WITH N-DIMENSIONAL UNIT CUBE CHAIN SPLIT TECHNIQUE · ON A METHOD OF MULTI-ALGORITHMIC CLASSIFICATION · PROCESSING SETS OF CLASSES’ LOGICAL REGULARITIES · CITATION-PAPER RANK DISTRIBUTIONS AND ASSOCIATED SCIENTOMETRIC INDICATORS ... · MULTI-VARIANT PYRAMIDAL CLUSTERING AND ANALYSIS HIGH-DIMENSIONAL DATA · THEORETICAL ANALYSIS OF EMPIRICAL RELATIONSHIPS FOR PARETODISTRIBUTED... · INTEGRATED ENVIRONMENT FOR STORING AND HANDLING INFORMATION IN TASKS OF ... · ABOUT MULTI-VARIANT CLUSTERING AND ANALYSIS HIGH-DIMENSIONAL DATA · COMPUTATIONAL MODEL FOR SERENDIPITY · METHOD FOR EVALUATING OF DISCREPANCY BETWEEN REGULARITIES SYSTEMS IN ... · ASTRONOMICAL PLATES SPECTRA EXTRACTION OBJECTIVES AND POSSIBLE SOLUTIONS ... · METHODS OF REGULARITIES SEARCHING BASED ON OPTIMAL PARTITIONING · AN APPROACH TO VARIABLE AGGREGATION IN EFFICIENCY ANALYSIS · INDIRECT SPATIAL DATA EXTRACTION FROM WEB DOCUMENTS · METHODS FOR EVALUATING OF REGULARITIES SYSTEMS STRUCTURE · COMPOSITE BLOCK OPTIMIZED CLASSIFICATION DATA STRUCTURES · INDIRECT SPATIAL DATA EXTRACTION FROM WEB DOCUMENTS · INDIRECT SPATIAL DATA EXTRACTION FROM WEB DOCUMENTS · HOW TO USE A DESKTOP VERSION OF A DBMS FOR CLIENT-SERVER APPLICATIONS · DEVELOPMENT OF DATABASE FOR DISTRIBUTED INFORMATION MEASUREMENT ... · THE DEVELOPMENT OF THE GENERALIZATION ALGORITHM BASED ON THE ROUGH SET THEORY · THE ROLE OF DBMS IN ANALYTICAL PROCESSES OF THE LOGISTIC ·
I.2 ARTIFICIAL INTELLIGENCE
article: A STUDY OF INTELLIGENT TECHNIQUES FOR PROTEIN SECONDARY STRUCTURE PREDICTION · Bankruptcy risk forecasting under uncertainty with application of fuzzy · MATRIX FEATURE VECTORS AND HU MOMENTS IN GESTURE RECOGNITION · System Analysis of Computational Intelligence Main Trends · ЛИНГВИСТИЧЕСКИЕ И ИНТЕЛЛЕКТУАЛЬНЫЕ ИНСТРУ� · PROBLEM AND MATHEMATICAL MODELS FOR RESCUE TECHNICS ACQUISITION · STANDARDIZATION OF GEOMETRICAL CHARACTERISTICS IN GESTURE RECOGNITION · MATRIX FEATURE VECTORS IN SPEECH AND GESTURE RECOGNITION · THE DYNAMIC MODEL OF THE INNOVATION FUNNEL INDICATORS AND THEIR TRAJECTORIES · THEORY OF NON-VIOLENT INTERACTION · EXPERT SYSTEM OF RATIONAL DECISION MAKING OF DISTRIBUTION OF ELECTRIC IN ... · STUDY OF INVESTMENT ATTRACTIVENESS OF RUSSIAN COMPANIES ON THE BASIS OF ... · TIME SERIES PROGNOSIS OF GDP WITH THE SYSTEM GMDH-SHELL (EXPERIMENTAL WORK) · INTELLIGENT METHODS OF REVEALING FRAGMENTS IN BUSINESS PROCESSES · AN AGENT–ORIENTED ELECTRONIC MARKETPLACE FOR MODELING AND SIMULATION OF ... · SELECTIVE EVOLUTION CONTROL METHOD FOR EVOLUTION STRATEGIES WITH NEURAL ... · COMPUTATIONAL MODEL FOR SERENDIPITY · SELF EVOLVING CHARACTER RECOGNITION USING GENETIC OPERATORS · INTELLIGENT SYSTEM FOR ASSEMBLY PROCESS PLANNING · DESIGN CONCEPT OF INTELLIGENT MANAGEMENT SYSTEMS · A NEURAL NETWORKS APPLICATION IN DECISION SUPPORT SYSTEM · THE APPLICATION OF DATA MINING METHODS TO THE CLASSIFICATION OF FINISHED ... · NATURAL INTERFACE TO ELECTION DATA · К ИНТЕГРАЦИИ ОНТОЛОГИЙ ПРЕДМЕТНЫХ ОБЛАСТЕЙ · ANALOGICAL MAPPING USING SIMILARITY OF BINARY DISTRIBUTED REPRESENTATIONS · MOBILE SEARCH AND ADVERTISING · EXPERIMENTAL SUPPORT OF SYNTACTIC COMPUTATION BASED ON SEMANTIC ... · APPLICATION OF FUZZY LOGIC ON IMAGE EDGE DETECTION · EXPERIMENTAL SUPPORT OF ARGUMENT-BASED SYNTACTIC COMPUTATION · OFFLINE HANDWRITING RECOGNITION USING GENETIC ALGORITHM · PERSONALIZED QUESTION-ANSWERING MOBILE SYSTEM · MOBILE ELECTION · MOBILE SEARCH AND ADVERTISING · ALGEBRA LOGIC APPROACH TO PERSON’S THINKING MECHANISMS FORMALIZATION · MULTI-MODAL EMOTION RECOGNITION – MORE "COGNITIVE" MACHINES · A COGNITIVE SCIENCE REASONING IN RECOGNITION OF EMOTIONS IN AUDIO-VISUAL SPEECH · EDUCATION COMPLEX "MULTI-AGENT TECHNOLOGIES FOR PARALLEL AND DISTRIBUTED ... · SYSTEMOLOGICAL KNOWLEDGE-BASED TECHNOLOGY FOR ... · COGNITIVE BIAS IN KNOWLEDGE ENGINEERING COURSE · AUTOMATED PROBLEM DOMAIN COGNITION PROCESS IN INFORMATION SYSTEMS DESIGN · DISTINCTIVE FEATURES OF MOBILE MESSAGES PROCESSING · MULTIMODAL MAN-MACHINE INTERFACE AND VIRTUAL REALITY FOR ASSISTIVE ... · ON LOGICAL CORRECTION OF NEURAL NETWORK ALGORITHMS FOR PATTERN RECOGNITION · AUTOMATED RESPONSE TO QUERY SYSTEM · GENETIC ALGORITHM FOR FINDING THE KEY’S LENGTH AND CRYPTANALYSIS ·
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