Essays about: "content-based"

Showing result 6 - 10 of 102 essays containing the word content-based.

1. 6. Help Document Recommendation System

   University essay from Malmö universitet/Fakulteten för teknik och samhälle (TS)

   Author : Keerthi Vijay Kumar; Pinky Mary Stanly; [2023]
   Keywords : Document similarity; Recommender systems; content-based filtering; collaborative filtering; Term Frequency-Inverse Document Frequency TF-IDF ; Bidirectional Encoder Representation from Transformers BERT ; Non-Negative Matrix Factorisation NMF ; cosine similarity; K-means clustering;

   Abstract : Help documents are important in an organization to use the technology applications licensed from a vendor. Customers and internal employees frequently use and interact with the help documents section to use the applications and know about the new features and developments in them. READ MORE

3. 7. Developing Machine Learning-based Recommender System on Movie Genres Using KNN

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

   Author : Anthony Ezeh; [2023]
   Keywords : : Movie Recommender System; Machine Learning; Content-based Filtering; Collaborative Filtering; KNN Algorithms; Classification Algorithm;

   Abstract : With an overwhelming number of movies available globally, it can be a daunting task for users to find movies that cater to their individual preferences. The vast selection can often leave people feeling overwhelmed, making it challenging to pick a suitable movie. READ MORE

4. 8. CLIL and CBI in Relation to Motivation in the ESL classroom

   University essay from Malmö universitet/Fakulteten för lärande och samhälle (LS)

   Author : Nora Mårtensson; Ella Östrand; [2023]
   Keywords : Content and Language Integrated Learning; CLIL; Content Based Instruction; CBI; Second Language Learning; English Second Language Learning; ESL; Motivation; Foreign Language Learning; Primary School; Educational Research;

   Abstract : In this paper we explore language learning in relation to motivation. The correlation between teachers' didactic choices and their relation with the learners is crucial to create motivation. READ MORE

5. 9. Content Based Video Encoding Based on Spatial and TemporalInformation

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Theofanis Papakonstantinou; [2023]
   Keywords : ;

   Abstract : A significant amount of video content is produced today that needs to be stored, distributed, andstreamed globally in a cost-effective way. This relies on video compression, a process performedby encoding software that remove spatial redundancy, the similarities within a frame, andtemporal redundancy, the similarities between temporarily adjacent frames. READ MORE

6. 10. Ingredient-based Group Recommender for Recipes (IGR2)

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

   Author : John Lindblad; Jonas Meddeb; [2022-02-16]
   Keywords : recommender systems; data science; user-generated content; contentbased filtering; singular value decomposition; recipes; food; group recommender systems;

   Abstract : The number of food recipe options in modern society is vast and growing. While often being considered positive, the abundant options also lead to the so-called paradox of choice, i.e. that more options can lead to less happiness. READ MORE