Blar i Institutt for datateknologi og informatikk på tittel
Viser treff 2788-2807 av 6615
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From Binary to Inclusive - Mitigating Gender Bias in Scandinavian Language Models Using Data Augmentation
(Master thesis, 2023)Prosessering av naturleg språk vart revolusjonert då Transformaren (the Transformer) vart introdusert og inspirerte både tovegs-omkodar-representasjonar frå Transformarar (BERT) og generative førehandstrena Transformarar ... -
From childhood to maturity: Are we there yet? Mapping the intellectual progress in learning analytics during the past decade
(Chapter, 2020)This study aims to identify the conceptual structure and the thematic progress in Learning Analytics (evolution) and to elaborate on backbone/emerging topics in the field (maturity) from 2011 to September 2019. To address ... -
From data to context-aware decision making: Challenges and opportunities
(Journal article; Peer reviewed, 2018)This extended abstract presents the research challenges for developing context-aware, explainable artificial intelligence challenges and briefly presents the opportunities ahead when utilizing the vast amount of data generated. -
From data to interpretable models: machine learning for soil moisture forecasting
(Peer reviewed; Journal article, 2022)Soil moisture is critical to agricultural business, ecosystem health, and certain hydrologically driven natural disasters. Monitoring data, though, is prone to instrumental noise, wide ranging extrema, and nonstationary ... -
From employable to fully operational: The need for training of computer science graduates
(Peer reviewed; Journal article, 2021)For graduates in computer science and informatics to get employment as IT professionals, there is a need for their education to provide the competence sought after by employers being aligned with the discipline. To become ... -
From expert discipline to common practice: a vision and research agenda for extending the reach of enterprise modeling
(Journal article; Peer reviewed, 2018)The benefits of enterprise modeling (EM) and its contribution to organizational tasks are largely undisputed in business and information systems engineering. EM as a discipline has been around for several decades but is ... -
From Ideation to Prototyping of IoT Systems: The Case of Smart Cities
(Doctoral theses at NTNU;2019:185, Doctoral thesis, 2019)Interacting with computers, for work or for leisure, originally required humans to speak the language of the machine, intended as interaction techniques, languages and procedures that are closer to how a computer works ... -
From Improving Processes To Improving Practice: Software Process Improvement in Transition from Plan-driven to Change-driven Development
(Doktoravhandlinger ved NTNU, 1503-8181; 2011:226, Doctoral thesis, 2011)As information technology’s role in the modern economy grows in importance, society makes exponentially greater demands on the diversity and quality of the software being produced. To develop high quality software, a good ... -
From Institutions to Code: Towards Automated Generation of Smart Contracts
(Chapter, 2016)Blockchain technology has emerged as a solution to consistency problems in peer to peer networks. By now, it has matured as a solution to a range of use cases in which it can effectively provide the notion of third party ... -
From Integrated Operations to Remote Operations: Socio-technical Challenge for the Oil and Gas Business
(Chapter, 2021)Remote operations started with integrated operations (IO) some years ago where designated tasks and roles were shifted from off- to onshore. Remote operations, however, is more than remote control as the operational model ... -
From Integrated to Remote Operations: Digital Transformation in the Energy Industry as Infrastructuring
(Chapter, 2022)The energy industry in Norway has a long tradition in using information technology to enable integrated operations, namely, remote collaboration between personnel at offshore installations and experts at onshore office ... -
From Intention to Use to Active Use of a Mobile Application in Norwegian ETO Manufacturing
(Chapter, 2022)The introduction of digital technologies is starting to change the prevailing work practices at Aker Solutions’ yard at Stord in Vestland county. However, in order to derive business value and attain real transformative ... -
From intuitive to data-driven decision-making in digital transformation: A framework of prevalent managerial archetypes
(Peer reviewed; Journal article, 2022)The use of analytics in corporate decision-making processes demands a paradigm shift within companies, and particularly among their top executives. Corporate leaders represent a major lever for this change. Therefore, a ... -
From labels to priors in capsule endoscopy: a prior guided approach for improving generalization with few labels
(Peer reviewed; Journal article, 2022)The lack of generalizability of deep learning approaches for the automated diagnosis of pathologies in Wireless Capsule Endoscopy (WCE) has prevented any significant advantages from trickling down to real clinical practices. ... -
From Map Using to Map Making: The Museum Experience Through Social Meaning Mapping
(Chapter, 2020)This article introduces Social Meaning Mapping (SMM), a digital qualitative tool designed to be used by museum visitors in groups post-visit during a researcher-led session. SMM is embedded in a tablet-based app called ... -
From Paper to Online: Digitizing Card Based Co-creation of Games for Privacy Education
(Chapter, 2021)Education is rapidly evolving from co-located settings to remote and online learning. However, many proven educational tools are designed for collaborative, co-located classroom work. Effective sketching and ideating tools, ... -
From personal heterogeneous data sources to an AI/ML-based data management and personal assistant
(Master thesis, 2019)Motivasjonen til arbeidet vårt var å undersøke mulige måter å benytte den heterogene dataen som ble tilgjengelig etter innføringen av GDPR. Vi fokuserte på dataen fra de store internettjenestene og sosiale nettverkene ... -
From personal heterogeneous data sources to an AI/ML-based data management and personal assistant
(Master thesis, 2019)Motivasjonen til arbeidet vårt var å undersøke mulige måter å benytte den heterogene dataen som ble tilgjengelig etter innføringen av GDPR. Vi fokuserte på dataen fra de store internettjenestene og sosiale nettverkene ... -
From players to makers: An empirical examination of factors that affect creative game development
(Journal article, 2018)The recent incremental growth of tangible and programming technologies has made it possible for teenagers to engage in creative game development activities. The aim of this work is to increase knowledge on the factors that ... -
From Reactive to Active Sensing: a Survey on Information Gathering in Decision-Theoretic Planning
(Peer reviewed; Journal article, 2023)In traditional decision-theoretic planning, information gathering is a means to a goal. The agent receives information about its environment (state or observation) and uses it as a way to optimize a state-based reward ...