Mastergradsoppgaver i teknologi - informatikk: Nye registreringer
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Investigating the latency cost of statistical learning of a Gaussian mixture simulating on a convolutional density network with adaptive batch size technique for background modeling
(Master thesis; Mastergradsoppgave, 2021-05-31)Background modeling is a promising field of study in video analysis, with a wide range of applications in video surveillance. Deep neural networks have proliferated in recent years as a result of effective learning-based approaches to motion analysis. However, these strategies only provide a partial description of the observed scenes' insufficient properties since they use a single-valued mapping ... -
Aika: A Distributed Edge System For Machine Learning Inference. Detecting and defending against abnormal behavior in untrusted edge environments
(Master thesis; Mastergradsoppgave, 2021-12-14)The edge computing paradigm has recently started to gain a lot of momentum. The field of Artificial Intelligence (AI) has also grown in recent years, and there is currently ongoing research that investigates how AI can be applied to numerous of different fields. This includes the edge computing domain. In Norway, there is currently ongoing research being conducted that investigates how the confluence ... -
Integration of HelseID with Third-Party Role Assignments Data
(Master thesis; Mastergradsoppgave, 2021-08-31)The Norwegian healthcare sector is vast, with a substantial number of organizations employing plenty of people, and thereof, 7,300 are customers of Norsk Helsenett. Maintaining and keeping up-to-date information about access rights for these customers is a difficult, time-consuming, and manual task, especially since organizations often change personnel without notifying the system administrators. ... -
Authentication and Authorization in Blind Data Miners
(Master thesis; Mastergradsoppgave, 2021-06-15)Chronic pain is defined as pain that lasts for at least 12 weeks. People with chronic pain conditions can have difficulties getting through daily tasks because the pain can limit their mobility, strength, and endurance. As of 2021, there is no universal treatment that works for all cases of chronic pain. A tool that can give personalized treatment alternatives for each patient can benefit this ... -
Can a code snippet portal contribute to greater learning outcomes in other fields of science and technology?
(Master thesis; Mastergradsoppgave, 2021-06-08)In this project we developed a web portal for students and by students in order to be able to help each other understanding coding in the different subjects across fields of study. The web portal is implemented using HTML programming language and its templates, and running the front-end with flask web application framework. A database has been made for collecting and storing code snippets. -
User Profiles Inferred from Smartphone Sensor/Context Data. How Features and Attributes Contribute to a Smart Nudge System
(Master thesis; Mastergradsoppgave, 2021-06-01)Oppgaven undersøker hvordan brukerprofiler funnet fra smartphone sensor/context data can bli bruk i et smart nudge system. Relevant forskning som omhandler bruker profilering fra smartphone sensor/context data blir beskrevet og brukt som argument for å lage et smart design basert på brukerprofiler funnet fra smartphone sensor/context data. Et system er implementert hvor bruker profiler blir funnet ... -
Supporting Undo and Redo for Local-First Software. An Implementation in Automerge
(Master thesis; Mastergradsoppgave, 2021-06-01)With the advance of cloud computing and centralization of data, a new effort goes entirely in the other direction and aims for decentralization of data through local-first software. Collaborative applications created this way need strong undo and redo support to handle the inevitable mistakes that take place in a collaborative setting. Local-first software can be effectively built using Conflict-Free ... -
Towards a General Database Management System of Conflict-Free Replicated Relations
(Master thesis; Mastergradsoppgave, 2021-05-31)This project aims to explore creating a relational database of Conflict-Free Replicated Relations (CRR) that is generally applicable for most user applications. We aim to achieve generality by using SQLite because it is a commonly used embedded Database Management System that comes default in all Android or iOS devices. The implementation challenge is making CRR using only SQL. We propose a ... -
Dynamic ePROM mobile application to improve diabetes consultations. Incorporating patient-gathered data into ePROMs
(Master thesis; Mastergradsoppgave, 2021-05-31)People with diabetes live a life of constant need to monitor and manage their illness. Unfortunately, a large number of people with diabetes suffer from diabetes-related distress and depression. A better diabetes consultation can directly impact the health of people with diabetes, both mentally and physically. In this thesis, healthcare practices that previous studies have reported lead to a ... -
A group-based motivational mobile application for people with diabetes
(Mastergradsoppgave; Master thesis, 2021-06-08)\textit{Diabetes} is a disease defined by raised blood glucose levels, and people with the disorder have to adhere to a strict self-management regime to avoid short- and long-term complications. Today the World Health Organization reports that over 420 million people have diabetes, and the condition is one of the most common causes of death worldwide. This thesis presents the design and ... -
Developing a Local-First Application with Automerge
(Mastergradsoppgave; Master thesis, 2021-05-31)In modern time, cloud services have been the go-to approach to store information and documents, and cloud makes documents accessible for users and make it easier to manage items. Cloud is an excellent option to have when data need to be available, but what if collaboration is only needed a few times a week? Once a month? Or unstable connection leading to disconnection to the network? A solution is ... -
Particular: A Functional Approach to 3D Particle Simulation
(Master thesis; Mastergradsoppgave, 2021-05-31)Simulating large bodies of entities in various environments is an old science that traces back decades in computer science. There are existing software frameworks with well built mathematical models for approximating various environments. These frameworks are however built on imperative programming fundamentals often following a object oriented paradigm. This thesis presents Particular a 3d ... -
Activity Game Avatar: A interactive exergame for people with intellectual disabilities.
(Mastergradsoppgave; Master thesis, 2021-03-01)Statistics from the World Health Organization (WHO) show clear indications that some groups in society have more significant struggles than others getting the recommended amount of physical activity. One of these groups is people with intellectual disabilities, which have different functioning resulting in different needs in terms of facilitation, accessibility, and usability. Many within this group ... -
Object detection at the edge
(Mastergradsoppgave; Master thesis, 2020-11-10)While monitoring rodents in the Arctic Tundra to evaluate if climate changes affect the ecosystem. The camera-traps of the coat project generates image data in large scale each year. To manually examine the data in regards to label- ing is a tedious and time-consuming job, and a more efficient and automated tool for the task is required. In this thesis we presents the architecture, design and ... -
Leveraging Mobile UX Principles for Nudges In Green Transportation
(Master thesis; Mastergradsoppgave, 2020-08-17)Smart nudging has a goal to try to nudge users, these nudges are personally tailored for their specific situation and needs. In this thesis we will combine knowledge from Nudging and principles from user interface design and user experience research to increase the likelihood of the smart nudges to be as effective as possible. -
Towards Improved Support for Conflict-Free Replicated Data Types
(Master thesis; Mastergradsoppgave, 2020-06-30)Conflict-free Replicated Data Types (CRDTs) are distributed data types which ensure Strong Eventual Consistency (SEL), and also has properties such as commutativity and idempotence. There are many variations of CRDTs, and the ones we will study are state-based delta CRDTs. State-based CRDTs is a variation where the CRDT instances synchronize by sending their state to each other. An improvement to ... -
Multi-user application for recording physical activity on exercise bicycles for people with intellectual disabilities
(Master thesis; Mastergradsoppgave, 2020-06-30)This thesis extends research into the application of an exergame for individuals with intellectual disabilities. Individuals with intellectual disabilities have a more sedentary lifestyle than the general population, and the need for regular physical activity is high. The World Health Organization recommends 150 minutes of physical activity each week. Exergames can contain elements that excite ... -
Reduce bandwidth in live-streaming by cooperative edge relay networks
(Master thesis; Mastergradsoppgave, 2020-06-30)Live-streaming and particular live video-streaming are becoming increasingly popular as a multimedia-service. More and more types of content and events are live-streamed. Live video-streaming has shown to be a useful tool in the case of pandemic outbursts such as Covid-19. As people should use social distancing, live video-streaming can give people the ability to simulate conventional social ... -
Safe and secure outsourced computing with fully homomorphic encryption and trusted execution environments
(Master thesis; Mastergradsoppgave, 2020-06-30)Increases in data production and growing demands for more computing power leads to the current trend of outsourcing data and computation services to cloud providers. With data breaches and cases of data misuse becoming increasingly common, there is a high demand for secure systems. This, however, conflicts with the current data trust models. A solution to this that is becoming more common is the use ... -
μPyCSP - Two approaches to implementing CSP-like concurrency modeling in microcontrollers.
(Master thesis; Mastergradsoppgave, 2020-06-30)In this thesis, we have explored the possibility of bringing CSP-like concurrency modeling to an embedded environment. With the growth of IoT and embedded software, many of the hardships that come with concurrent coding in an inherently event-driven environment become more apparent. Convoluted and complex code is often used to handle the many fallacies of concurrency. We are solving this problem by ...