magistrsko delo
Eva Kolbl (Author), Matej Šprogar (Mentor)

Abstract

V magistrskem delu smo najprej predstavili zastavljen problem glede nagradnje človeško podprtega genetskega algoritma. Začeli smo spoznavati osnovne lastnosti genetskih algoritmov. Pregledali smo članke s področja človeško podprtega genetskega algoritma, predvsem članek Alexandra Kosorukoffa, ki je začetnik raziskav na področju človeško podprtega genetskega algoritma. Vpeljali smo način merjenja kreativnosti, s katerim smo preverjali naše hipoteze. Nato smo predstavili izdelan prototip aplikacije, ki omogoča dodajanje elementov večpredstavnosti k odgovorom. Za lažje razumevanje smo nato razvito aplikacijo primerjali s podobnimi aplikacijami - Free knowledge exchange, Wikipedio, forumi, Quoro, Yahoo Anwser in s StackOverflow. Sledila je izdelava ankete, izvedba ankete in analiza podatkov. Ugotovili smo, da lahko potrdimo hipotezo, da elementi večpredstavnosti vplivajo pozitivno, hipoteze o povečanju uporabe ob uvedbi elementov večpredstavnosti pa ne moremo ne potrditi ne zavreči.

Keywords

genetski algoritmi;elementi večpredstavnosti;človeško podprti algoritmi;kreativnost;

Data

Language: Slovenian
Year of publishing:
Typology: 2.09 - Master's Thesis
Organization: UM FERI - Faculty of Electrical Engineering and Computer Science
Publisher: E. Kolbl
UDC: 004.4'27(043.2)
COBISS: 19603734 Link will open in a new window
Views: 1000
Downloads: 86
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Other data

Secondary language: English
Secondary title: UPGRADING THE HUMAN BASED GENETIC ALGORITHM WITH MULTIMEDIA ELEMENTS
Secondary abstract: In this Master thesis, we presented the problem with regard to upgrading human-based genetic algorithm first. We started to learn about the basic characteristic of genetic algorithms. We reviewed the articles on human-based genetic algorithm, in particular the Alexander Kosorukoff article, who was pioneer researcher in the field of human-based genetic algorithm. We introduced a method of measuring creativity with which we have verified our hypothesis. Then we will present the prototype application that allows you to add multimedia elements to answers. For easier understanding, we then compared developed application with similar applications - Free Knowledge Exchange, Wikipedia, forums, Quoro, Yahoo Anwser and Stackoverflow. After that we designed and implemented the survey and analyzed all the data. We can confirm the hypothesis that the multimedia elements have positive effect, but we could neither confirm nor discard the hypothesis of an increase in the use after the introduction of multimedia elements.
Secondary keywords: genetic algorithm;multimedia elements;human based algorithms;
URN: URN:SI:UM:
Type (COBISS): Master's thesis/paper
Thesis comment: Univ. v Mariboru, Fak. za elektrotehniko, računalništvo in informatiko, Informatika in tehnologije komuniciranja
Pages: XIII, 54 f.
ID: 9143015