Investigating the Role of User Experience and Design in Recommender Systems: A Pragmatic Review

Author(s):  
Ajay Dhruv ◽  
J. W. Bakal
Author(s):  
Xitong Li ◽  
Jörn Grahl ◽  
Oliver Hinz

The findings underscore the important role of consumers’ consideration sets in mediating the positive effects of recommender systems on consumer purchases. Practical strategies can be developed to facilitate the formation of the consideration sets. For example, to reduce consumers’ search costs and cognitive efforts, online retailers can display the recommended products in a descending order according to the predicted closeness of consumers’ preferences. Online retailers can further indicate the predicted closeness scores of consumers’ preferences for the recommended products. Given such a placement arrangement, consumers can quickly screen the recommended products and add the most relevant alternatives to their consideration sets, which should facilitate consumers’ shopping process and increase the shopping satisfaction. The findings also suggest that a larger consideration set due to the use of recommender systems could induce consumers to buy. Yet, it is difficult for consumers to manage many alternatives when the consideration set is very large. To facilitate consumers’ shopping process, online retailers need to consider strategies and tools that help consumers manage the alternatives in the consideration set in a better-organized manner and facilitate the comparison across the alternatives.


2014 ◽  
Vol 6 (2) ◽  
pp. 12-22
Author(s):  
Fatma Molu ◽  
Nur Findik ◽  
Mustafa Dalci

The domain of User Experience (UX) involves studying, designing for and evaluating the experiences that people have through the use of a system. This use takes place in a specific context, which has an impact on, or contributes to, the UX. As enterprises make a focus on the customer integral to their strategies, they need to recognize that technology developments are changing the customer relationship. In today's world, a great number of interactions between financial services and their customers have moved to digital environments and as a result a user interface design's significance increases in shaping the digital, financial experience.Based on this increasing importance, this paper proposes the role of usability studies for return on investment, along with a case study carried out in Kuveyt Turk Participation Bank. It involves an extended user research of online bank services which resulted with new specifications to be applied in the new corporate online banking service.


2010 ◽  
pp. 1-22
Author(s):  
Nalin Sharda

Modern information and communication technology (ICT) systems can help us in building travel recommender systems and virtual tourism communities. Tourism ICT systems have come a long way from the early airline ticket booking systems. Travel recommender systems have emerged in recent years, facilitating the task of destination selection as well activities at the destination. A move from purely text-based recommender systems to visual recommender systems is being proposed, which can be facilitated by the use of the Web 2.0 technologies to create virtual travel communities. Delivering a good user experience is important to make these technologies widely accepted and used. This chapter presents an overview of the historical perspective of tourism ICT systems and their current state of development vis-à-vis travel recommender systems and tourism communities. User experience is an important aspect of any ICT system. How to define user experience and measure it through usability testing is also presented.


IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 107927-107940
Author(s):  
Shuqing Liu ◽  
Tianyi Liang ◽  
Shuai Shao ◽  
Jun Kong

Author(s):  
Peter Wright ◽  
John McCarthy ◽  
Lisa Meekison

In this paper we outline a relational approach to experience, which we have used to develop a practitioner-oriented framework for analysing user experience. The framework depicts experience as compositional, emotional, spatio-temporal, and sensual, and as intimately bound up with a number of processes that allow us to make sense of experience. It was developed and assessed as part of a participative action research project involving interested practitioners. We report how these practitioners used the framework, what aspects of experience they felt that it missed, and how useful they found it as a tool for evaluating Internet shopping experiences. A thematic content analysis of participants’ reflections on their use of the framework to evaluate Internet shopping experiences revealed some strengths and some weaknesses. For example, certain features of the framework led participants to reflect on aspects of experience that they might not otherwise have considered e.g. the central role of anticipation in experience. The framework also captured aspects of experience that relate to both the sequential structure of the activity and its subjective aspects. However it seemed to miss out on the intensity of some experiences and participants sometimes found it difficult to distinguish between some of the sense making processes, for example, interpreting and reflecting. These results have helped to refine our approach to deploying the framework and have inspired an ongoing programme of research on experience-centered design.


2019 ◽  
Vol 21 (11) ◽  
pp. 621-624 ◽  
Author(s):  
Jacqueline Leigh ◽  
Delana Lawson ◽  
Safia Griffin ◽  
Natalie Yates Bolton

The daily business of running a care home means that, outside of regulatory inspections, assessing and improving the user experience can often be forgotten. Healthwatch Salford discuss their process of gaining constructive feedback using their innovative Enter and View programme


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