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Implementacija in uporaba pametnega asistenta v izobraževanju
Šebjanič, Tomi (Author), Lavbič, Dejan (Mentor) More about this mentor... This link opens in a new window

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Abstract
Pametni asistenti (angl. chatbots) so prisotni že nekaj časa, vendar pa je v zadnjem času Facebook povzročil val uporabe in implementacije le-teh. Tako se vse več podjetij odloča za razvoj lastnega pametnega asistenta, ki uporabnikom pomaga pri enostavnih vprašanjih, ki bi jih lahko sicer našli tudi sami. V diplomskem delu smo zasnovali in implementirali enostavnega asistenta, ki odgovarja na vprašanja, povezana s snovjo pri predmetu (v dotičnem primeru je to predmet Osnove informacijskih sistemov). V prvem delu smo analizirali obstoječe rešitve in uporabo pametnih asistentov v sklopu poučevanja ter predstavili uporabljene tehnologije in orodja. V osrednjem delu smo predstavili domeno, natančneje vrsto in strukturo podatkov, ter opisali in definirali uporabljene algoritme. Za tem smo opisali postopek razvoja in na koncu predstavili statistično analizo zajetih podatkov ter podali oceno rešitve in predloge za izboljšave. Rezultati testiranja so pokazali, da je bila uporaba pametnega asistenta nizka, kar bi lahko bila posledica tega, da se je testiranje začelo en dan pred koncem obdobja pedagoškega dela. Večina uporabnikov je pametnega asistenta uporabljala le tisti dan, ko so se pridružili ekipi. Največkrat so ga uporabljali za iskanje poglavja, pridobivanje podatkov o uporabniku in razlago kratic.

Language:Slovenian
Keywords:pametni asistent, Node.js, Docker, Neo4j, obdelava besedil
Work type:Bachelor thesis/paper (mb11)
Organization:FRI - Faculty of computer and information science
Year:2017
Views:293
Downloads:352
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Secondary language

Language:English
Title:Development and use of a smart assistant in education
Abstract:
There has been a rapid growth in the use of artificial intelligence lately. Although smart assistants, also known as chatbots, have been present for quite some time, a massive implementation of chatbots has been brought by Facebook actually. As a result, more and more companies are developing their own smart assistant that would help users solve simple questions that could also be easily solved by the users themselves. In the thesis we describe a design and implementation of a simple assistant that provides answers to questions related to the subject content (in this case the subject is the Introduction to Information Systems). In the first part we cross-check the solutions available at the time and analyze the employment of smart assistants in the context of teaching. We present the technologies used as well as the tools. The central part of the thesis presents the domain, more specifically its type and the data structure, and describes as well as defines the algorithms used. Further on we describe the development process and present a statistical analysis of the gathered data. We evaluate the solution and provide suggestions for its improvement. The test results show that the use of a smart assistant is low, which could be a consequence of the testing being carried out just one day before the end of pedagogical work. Most users were only using it only the very day they joined the team. Most often it was used for chapters search, acquiring information about the user and the explanation of abbreviations.

Keywords:smart assistant, chatbot, Node.js, Docker, Neo4j, text processing

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