Essays about: "recommendation intention"

Showing result 1 - 5 of 25 essays containing the words recommendation intention.

  1. 1. Recommendation of Text Properties for Short Texts with the Use of Machine Learning : A Comparative Study of State-of-the-Art Techniques Including BERT and GPT-2

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

    Author : Luciano Zapata; [2023]
    Keywords : Text classification; Short texts; Deep Learning; BERT; GPT; GPT-2; Transformers; Natural Language Processing; Textklassificering; Korta Texter; Djupinlärning; BERT; GPT; GPT-2; Transformatorer; Naturlig språkbehandling;

    Abstract : Text mining has gained considerable attention due to the extensive usage ofelectronic documents. The significant increase in electronic document usagehas created a necessity to process and analyze them effectively. READ MORE

  3. 2. Attention-based Multi-Behavior Sequential Network for E-commerce Recommendation

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

    Author : Zilong Li; [2022]
    Keywords : Recommendation System; Sequential Recommendation; Click-through Rate Model; Transformer; Multi-Task Learning; Sistema di Raccomandazione; Raccomandazione Sequenziale; Modello di Percentuale di Clic; Trasformatore; Apprendimento Multitasking; Rekommendationssystem; Sekventiell rekommendation; Klickfrekvensmodell; Transformator; Multi-Task Learning;

    Abstract : The original intention of the recommender system is to solve the problem of information explosion, hoping to help users find the content they need more efficiently. In an e-commerce platform, users typically interact with items that they are interested in or need in a variety of ways. For example, buying, browsing details, etc. READ MORE

  4. 3. Prediction Accuracy And Autonomy : Assessing how recommender systems objectives can align with user autonomy

    University essay from Institutionen för tillämpad informationsteknologi

    Author : Anton Angwald; Kalle Areschoug; [2021-11-24]
    Keywords : recommender systems; autonomy; design ethics; user studies; YouTube; evaluation metrics; intention-behaviour gap;

    Abstract : Entertainment recommender systems have been criticised by journalists and tech-industry insiders for undermining individuals’ autonomy. These systems might exercise unwanted control over peoples’ lives, not through coercion but rather through distraction. READ MORE

  5. 4. Consumer in circular economy A mixed method study of consumer attitude towards toy rental subscription service in Sweden

    University essay from Göteborgs universitet/Graduate School

    Author : Lan Phuong Nguyen; [2021-07-06]
    Keywords : Product Service System; circular business model; diffusion of innovation; consumer adoption; access-based consumption;

    Abstract : The children’s toy industry is facing much criticism for creating huge environmental footprints due to its plastic-intensive manufacturing process and linear consumption paradigm. While use-oriented product service systems (PSS) such as product renting and leasing models have been gradually applied and gaining attention in other industries, there is still scarcity of successful PSS implementation in the toy industry. READ MORE

  6. 5. The impact of trust in eWOM through dimensions of source credibility towards purchase intention of a hotel stay

    University essay from Luleå tekniska universitet/Institutionen för ekonomi, teknik, konst och samhälle

    Author : Hanna Lundin; [2021]
    Keywords : EWOM; Trust; Source Credibility; Hotel industry; Online reviews; Hotel Stay; Purchase intention;

    Abstract : The purpose of this study was to investigate how trust was built from three dimensions of source credibility in an electronic word of mouth space towards purchase intentions of a hotel stay. The chosen dimensions of Source Credibility that were investigated in the study was: Homophily, Expertise and Trustworthiness. READ MORE