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Showing result 1 - 5 of 17 essays matching the above criteria.

  1. 1. Self-Reflection on Chain-of-Thought Reasoning in Large Language Models

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Robert Praas; [2023]
    Keywords : Large language models; Chain-of-Thought reasoning; Metareasoning; Question answering; Selfcorrection; Ethical AI; Stora språkmodeller; Chain-of-Thought-resonemang; Metareasoning; Frågesvar; Självkorrigering; Etisk AI;

    Abstract : A strong capability of large language models is Chain-of-Thought reasoning. Prompting a model to ‘think step-by-step’ has led to great performance improvements in solving problems such as planning and question answering, and with the extended output it provides some evidence about the rationale behind an answer or decision. READ MORE

  3. 2. Machine learning for usability : A case study of mobile application design for Nokia

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Shanshan Hou; [2021]
    Keywords : Machine learning; user-centered design; anomaly detection; user experience; human-in-the-loop; information visualization; algorithm-friendly design; Maskininlärning; användarcentrerad design; anomalidetektering; användarupplevelse; människa i loopen; informationsvisualisering; algoritmvänlig design.;

    Abstract : Nokia launched a website service Customer Insights (CI) to managers and executives from operator companies to track their customers’ experience. An upgraded mobile service is developed for providing more valuable information. The data was retrieved from the same dataset but less amount of information would be displayed in the mobile application. READ MORE

  4. 3. Mining geosocial data from Flickr to explore tourism patterns: The case study of Athens

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Domna Kanari; [2021]
    Keywords : Geography; Geographical Information Systems; GIS; Spatial Analysis; Spatial Clustering; Density-Based Clustering; HDBSCAN; Web-GIS; Tourism footprints; Social Media data; Geosocial data; Technology and Engineering;

    Abstract : Kanari Domna Mining geosocial data from Flickr to explore tourism patterns: The case study of Athens Social media are providing a new type of geo-tagged data that by processing them, new types of knowledge can be generated and used by decision-makers in different areas including tourism. It includes e.g. READ MORE

  5. 4. Building an interactive visualization tool for athletes’ performance data

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Emil Dickson; [2020]
    Keywords : ;

    Abstract : The world of competitive sports is becoming more and more interested in data analysis. Using sensors to track actions and trajectories produces large datasets that could be hard to draw conclusions from at face value. Visualizations can be used to make the process of data analysis easier and possibly allow for more advanced insights. READ MORE

  6. 5. Implementation of visualizations using a server-client architecture : Effects on performance measurements

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Pia Løtvedt; [2020]
    Keywords : Client-server; system architecture; visualization; web performance;

    Abstract : Visualizing large datasets poses challenges in terms of how to create visualization applications with good performance. Due to the amount of data, transfer speed and processing speed may lead to waiting times that cause users to abandon the application. READ MORE