{"id":602,"date":"2024-02-13T09:07:06","date_gmt":"2024-02-13T08:07:06","guid":{"rendered":"https:\/\/blogg.lnu.se\/disa\/?p=602"},"modified":"2024-02-29T16:10:51","modified_gmt":"2024-02-29T15:10:51","slug":"welcome-to-phd-seminar-march-2024","status":"publish","type":"post","link":"https:\/\/blogg.lnu.se\/disa\/?p=602","title":{"rendered":"Welcome to PhD-seminar March 2024"},"content":{"rendered":"\n<p><strong>When?<\/strong> Friday March 1st 14-16<br><strong>Where?<\/strong> Onsite: B1009 at Linnaeus University in V\u00e4xj\u00f6 and online<br><strong>Registration: <\/strong>Please sign up for the PhD-seminar via this link <a href=\"https:\/\/forms.gle\/1KCLvBZQph4Vs1cR7\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/forms.gle\/1KCLvBZQph4Vs1cR7<\/a> by February 28th (especially important if you plan on attending onsite so we have fika for everyone)<\/p>\n\n\n\n<p>14.00-14.10 Welcome and practical information from Welf L\u00f6we<br>14.10-14.55 Presentation and discussion: Leveraging machine learning and large language models to map source code as natural language to architectural modules. \u2013 Nils Johansson, Industry PhD-student at Volvo CE<br>14.55 \u2013 15.05 Coffee break<br>15.05 \u2013 15.50 Presentation and discussion \u2013 Towards a Probabilistic Interactive Video Training Tool for Emergency Medical Services \u2013 Romain Herault, PhD-student at LNU<br>15.50 -16.00 Sum up and plan for our next seminar on April 5th<\/p>\n\n\n\n<p><strong>Abstracts<\/strong><\/p>\n\n\n\n<!--more-->\n\n\n\n<p><strong>Leveraging machine learning and large language models to map source code as natural language to architectural modules<\/strong> &#8211; <em>Nils Johansson, Industry PhD-student at Volvo CE<\/em><\/p>\n\n\n\n<p>It is not uncommon for software developing companies to be in a situation where an old software system is maintained for years on end. During this time or when at first development, it may suffer architectural deterioration or drift. However, refactoring a software system to a new architecture is a costly process that requires great effort and commitment. When refactoring using a big-design-up-front approach, a new design of the software is initially created. Alternatively, a reference architecture is used. When a new architecture is obtained, begins a process of assigning code or functionality to each module of the new architecture. Instead of painstakingly trying to analyze the old code to decide which functionality should be assigned to certain modules, it would be beneficial to perform this mapping automatically. In this study, this activity is attempted to be solved by formalizing it as a natural language problem using machine learning and specifically large-language models. Descriptions of modules that include the \u201croles and responsibilities\u201d are used to constitute classes. Source code snippets from the old software are then classified to suitable classes(modules) from the new architecture, it is thereby a text classification problem. An important aspect to explore is how detailed descriptions that are needed. Likely, with extensive descriptions of roles and responsibilities the classification will be more accurate, but the situation is not as applicable for the real use case.<\/p>\n\n\n\n<p><strong>Towards a Probabilistic Interactive Video Training Tool for Emergency Medical Services &#8211; <\/strong><em>Romain Herault, PhD-student at LNU<\/em><\/p>\n\n\n\n<p>Emergency Medical Services (EMS) professionals undergo continuous training, crucial for handling high-pressure situations. Innovative approaches are necessary to enhance the effectiveness of EMS training, considering the time constraint these professionals are under. Probabilistic interactive video training is a promising avenue. It employs interactive web-based platforms to create immersive learning experiences via a standard web browser. Personalized training using probabilistic models tailors the training to individual trainees&#8217; needs and enhances engagement. The created probabilistic models simulate realistic emergency scenarios that foster the development of robust decision-making skills under uncertain and time-critical conditions. The research aims to analyze the effectiveness of interactive video-based (both regular and 360-degree) training and explore its potential as an innovative approach to enhance EMS training using the Technology Acceptance Model (TAM) and a mix of interviews and focus groups with police and ambulance students.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>When? Friday March 1st 14-16Where? Onsite: B1009 at Linnaeus University in V\u00e4xj\u00f6 and onlineRegistration: Please sign up for the PhD-seminar via this link https:\/\/forms.gle\/1KCLvBZQph4Vs1cR7 by February 28th (especially important if you plan on attending onsite so we have fika for everyone) 14.00-14.10 Welcome and practical information from Welf L\u00f6we14.10-14.55 Presentation and discussion: Leveraging machine learning [&hellip;]<\/p>\n","protected":false},"author":401,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[93],"tags":[],"class_list":["post-602","post","type-post","status-publish","format-standard","hentry","category-blogg"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\r\n<title>Welcome to PhD-seminar March 2024 - DISA<\/title>\r\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\r\n<link rel=\"canonical\" href=\"https:\/\/blogg.lnu.se\/disa\/?p=602\" \/>\r\n<meta property=\"og:locale\" content=\"en_US\" \/>\r\n<meta property=\"og:type\" content=\"article\" \/>\r\n<meta property=\"og:title\" content=\"Welcome to PhD-seminar March 2024 - DISA\" \/>\r\n<meta property=\"og:description\" content=\"When? 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Onsite: B1009 at Linnaeus University in V\u00e4xj\u00f6 and onlineRegistration: Please sign up for the PhD-seminar via this link https:\/\/forms.gle\/1KCLvBZQph4Vs1cR7 by February 28th (especially important if you plan on attending onsite so we have fika for everyone) 14.00-14.10 Welcome and practical information from Welf L\u00f6we14.10-14.55 Presentation and discussion: Leveraging machine learning [&hellip;]\" \/>\r\n<meta property=\"og:url\" content=\"https:\/\/blogg.lnu.se\/disa\/?p=602\" \/>\r\n<meta property=\"og:site_name\" content=\"DISA\" \/>\r\n<meta property=\"article:published_time\" content=\"2024-02-13T08:07:06+00:00\" \/>\r\n<meta property=\"article:modified_time\" content=\"2024-02-29T15:10:51+00:00\" \/>\r\n<meta name=\"author\" content=\"Diana Unander\" \/>\r\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\r\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Diana Unander\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\r\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/blogg.lnu.se\/disa\/?p=602\",\"url\":\"https:\/\/blogg.lnu.se\/disa\/?p=602\",\"name\":\"Welcome to PhD-seminar March 2024 - DISA\",\"isPartOf\":{\"@id\":\"https:\/\/blogg.lnu.se\/disa\/#website\"},\"datePublished\":\"2024-02-13T08:07:06+00:00\",\"dateModified\":\"2024-02-29T15:10:51+00:00\",\"author\":{\"@id\":\"https:\/\/blogg.lnu.se\/disa\/#\/schema\/person\/a322baa56840d8b8d7320bc36fc73c42\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/blogg.lnu.se\/disa\/?p=602\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/blogg.lnu.se\/disa\/#website\",\"url\":\"https:\/\/blogg.lnu.se\/disa\/\",\"name\":\"DISA\",\"description\":\"Centre for Data Intensive Sciences and Applications\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/blogg.lnu.se\/disa\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/blogg.lnu.se\/disa\/#\/schema\/person\/a322baa56840d8b8d7320bc36fc73c42\",\"name\":\"Diana Unander\",\"sameAs\":[\"https:\/\/lnu.se\/en\/disa\"],\"url\":\"https:\/\/blogg.lnu.se\/disa\/?author=401\"}]}<\/script>\r\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Welcome to PhD-seminar March 2024 - DISA","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/blogg.lnu.se\/disa\/?p=602","og_locale":"en_US","og_type":"article","og_title":"Welcome to PhD-seminar March 2024 - DISA","og_description":"When? 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