Essays about: "Contextual Model of Learning"

Showing result 6 - 10 of 37 essays containing the words Contextual Model of Learning.

  1. 6. Detection of suicidal ideation in written communication

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Melina Bernsland; [2023]
    Keywords : Suicidal ideation; machine learning; RoBERTa;

    Abstract : Suicide remains a global cause of mortality, presenting challenges in detection and prevention despite known warning signs. This work aimed to improve personal security management by leveraging machine learning advancements to identify suicidal ideation in written communications. READ MORE

  3. 7. Evaluation and Implementation of Code Search using Transformers to Enhance Developer Productivity

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

    Author : Sara Fredrikson; Clara Månsson; [2023]
    Keywords : Transformers; Code Search; Developer Productivity; Natural Language Processing; Code Discoverability; Transformers; Kodsökning; Utvecklares Produktivitet; Språkteknologi; Kodupptäckbarhet;

    Abstract : With the rapid advancements in the field of Natural Language Processing and Artificial Intelligence, several aspects of its use cases and impact on productivity are largely unexplored. Many of the recent machine learning models are based on an architecture called Transformers that allows for faster computation and for more context to be preserved. READ MORE

  4. 8. Shoppin’ in the Rain : An Evaluation of the Usefulness of Weather-Based Features for an ML Ranking Model in the Setting of Children’s Clothing Online Retailing

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

    Author : Isac Lorentz; [2023]
    Keywords : Statistical analysis; regression analysis; recommender systems; ensemble learning; electronic commerce; LightGBM; learning to rank; feature selection; weather-based features; fashion; Statistisk analys; regressionsanalys; rekommendationssystem; ensemble-inlärning; näthandel; LightGBM; learning to rank; variabelselektion; väderbaserade variabler; mode;

    Abstract : Online shopping offers numerous benefits, but large product catalogs make it difficult for shoppers to understand the existence and characteristics of every item for sale. To simplify the decision-making process, online retailers use ranking models to recommend products relevant to each individual user. READ MORE

  5. 9. The Social Sustainability of Digital Information Services in Sub-Saharan Africa : a Social Practice Perspective on Smallholder Farmers’ Use of Mobile Phone-Enabled Services for Agricultural Development in Kenya

    University essay from SLU/Dept. of Urban and Rural Development

    Author : Alvar Gonzalez Bujedo; [2023]
    Keywords : ICT; Pro-Poor Innovation; Knowledge Processes; Social Practice Theory; Human Capital; Social Capital; Sustainability Transitions; Participant Observation;

    Abstract : Nowadays, mobile phone-enabled services are reaching the rural poor farmer in Sub-Saharan Africa (SSA) with digital information for agricultural development. These digital services consist of access to social networks and customised information that are expected to enhance farm management due to knowledge exchange and learning. READ MORE

  6. 10. Object Detection via Contextual Information

    University essay from Linköpings universitet/Institutionen för systemteknik

    Author : Lovisa Stålebrink; [2022]
    Keywords : computer vision; machine learning; object detection; deep learning; contextual information; transformers; document object detection; datorseende; maskininlärning; objektdetektion; djupinlärning; kontextuell information; transformer; detektering av dokumentobjekt;

    Abstract : Using computer vision to automatically process and understand images is becoming increasingly popular. One frequently used technique in this area is object detection, where the goal is to both localize and classify objects in images. Today's detection models are accurate, but there is still room for improvement. READ MORE