Essays about: "setting of The study of a thesis information technology"

Showing result 1 - 5 of 69 essays containing the words setting of The study of a thesis information technology.

  1. 1. An Empirical Survey of Bandits in an Industrial Recommender System Setting

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Tobias Schwarz; Johan Brandby; [2023-09-21]
    Keywords : computer science; industrial application; machine learning; reinforcement learning; multi-armed bandits; MAB; contextual multi-armed bandits; survey; batch learning;

    Abstract : In this thesis, the effects of incorporating unstructured data—images in the wild—in contextual multi-armed bandits are investigated, when used within a recommender system setting, which focuses on picture-based content suggestion. The idea is to employ image features, extracted by a pre-trained convolutional neural network, and study the resulting bandit behaviors when including respective excluding this information in the typical context creation, which normally relies on structured data sources—such as metadata. READ MORE

  2. 2. Navigating NPD in Unfamiliar Markets : Keys for a Successful Process Execution in Uncertainty

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Julia Jonsson; Hildegunn Strand; [2023]
    Keywords : New Product Development; Radical Innovation; Unfamiliar Markets; Familiar Markets; Product Innovation; NPD process.; Ny produktutveckling; Radikal Innovation; Okända Marknader; Kända Marknader; Produktinnovation; NPD-process.;

    Abstract : Innovation is a crucial activity to ensure companies’ viability and is increasingly important to sustain competitive advantage. Globalization and the accelerating technological development are creating new markets previously not explored. READ MORE

  3. 3. Implementing Life Cycle Assessment in the Product Development Process : Creating a simplified LCA-tool to support decision making and implement sustainability as a design parameter

    University essay from Linköpings universitet/Industriell miljöteknik

    Author : Markus Johansson; Jonatan Sars; [2023]
    Keywords : ;

    Abstract : Design is described as the main factor influencing a product's sustainability, and with industrial growth, global interest in sustainability issues has also increased. Furthermore, the design process is an important part when companies are to reduce climate impact of their products, and that the demand for more environmentally friendly products is increasing. READ MORE

  4. 4. Estimating Impacts Using LCA in Procurement Processes : A case study for a multinational networking and telecommunications company

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Gustav Westling; [2023]
    Keywords : Procurement; Sustainability; Sourcing; Life Cycle Analysis; Life Cycle Assessment; LCA; SCM; Supply Chain Management; Inköp; Hållbarhet; Strategiskt inköp; Livscykelanalys; LCA; SCM; Försörjningskedjehantering; Supply chain-hantering;

    Abstract : This thesis investigates how a company can implement life cycle analysis (LCA) into procurement. The thesis also explores the potential synergies between the LCA and procurement. A single casestudy was utilized for this purpose. It uses LCAs using a simplified methodology, interviews, and a literature review to carry out the study. READ MORE

  5. 5. Evaluation of Ferroelectric Tunnel Junction memristor for in-memory computation in real world use cases

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Alec Guerin; Christos Papadopoulos; [2023]
    Keywords : FTJ; Ferroelectric Tunneling Junction; Analog in-memory computing; AIMC; Memristor; A.I.; AIHWKIT; Semantic segmentation; Natural Language Processing; NLP; Neuromorphic Computing; Matrix Vector Multiplication; Technology and Engineering;

    Abstract : Machine learning algorithms are experiencing unprecedented attention, but their inherent computational complexity leads to high energy consumption. However, a paradigm shift in computing methods has the potential to address the issue. READ MORE