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Social media monitoring and understanding: an integrated mixed methods approach for the analysis of social media

Guendalina Graffigna, Giuseppe Riva
2015 International Journal of Web Based Communities  
We finally discuss the value of choosing a mixed methods approach to the analysis of social media, exemplifying its heuristic contribution by a real research case: the one-year monitoring of Italian women  ...  Data analysis in social media, however, is difficult because approaches have not been streamlined.  ...  Furthermore, this integrate and mixed methods approach to the analysis of social media unveils the multimedia convergence of people's interactions, offering interesting insight on the spread of news and  ... 
doi:10.1504/ijwbc.2015.067083 fatcat:pipiaffoa5dgzazlimic7ozrpu

Designing Online Discussion Site (ODS) User Interface for Emotional User Experiences: A Proposed Kansei Triangulation Method

Prasanna Ramakrisnan, Azizah Jaafar, Noor Faezah Binti Mohd Yatim
2013 Journal of Software  
Using more than one investigation method for gathering emotional user experiences will help in overcoming weaknesses and problems in a single method.  ...  Thus a triangulation method is proposed to increase the credibility and validity of emotional user experiences related to the design of ODS.  ...  Methodological triangulation is a mixed measurement method approach that can increase robustness of measurement and reduces hesitation in using one method for measurement [69] .  ... 
doi:10.4304/jsw.8.12.3238-3245 fatcat:h6wasqxqszhn7e5w743hinhk44

Review of Techniques for Recommender Systems

Harbhajan Kaur, Mohita Garag, Amanjot Kaur
2017 International Journal of Advanced Research in Computer Science and Software Engineering  
In electronic commerce, recommender systems are used to help customers to choose products according to their needs.  ...  These systems suggest products automatically to users by learning their requirements. Recommendations provided by these systems depends upon users purchase probability and preferences.  ...  Three experiments namely Offline settings where there is no interaction from user, a small group of subjects experiment and provides experience and large scale online experiment where real user populations  ... 
doi:10.23956/ijarcsse/v7i4/0134 fatcat:kwwzlyfscnhinmfi2rsa4nzmee

Online Evaluation for Information Retrieval

Katja Hofmann, Lihong Li, Filip Radlinski
2016 Foundations and Trends in Information Retrieval  
This Survey Online evaluation comprises a specific set of tools and methods that we see as complementary to other evaluation approaches in IR.  ...  The first key to the definition is implicit measurement, which we take to include any measurements that can be derived from observable user activity that is part of users' natural or normal interaction  ... 
doi:10.1561/1500000051 fatcat:gzskufswxjdpxe2ordm223vy7e

A literature review of questionnaires for the assessment of online learning with a specific focus on the factors and items employed

Ying Zhou, Xin An, Xiuting Li, Lewei Li, Xue Gong, Yushun Li, Ching Sing Chai, Jyh-Chong Liang, Chin-Chung Tsai
2021 Australasian Journal of Educational Technology  
Studies measuring online learning have adopted different perspectives, resulting in different approaches to their assessment of online learning.  ...  In addition, the combination of Marzano and Kendall's (2007) new taxonomy of educational objectives and learning outcomes provides useful information for 111 factors used to assess learners.  ...  Acknowledgements We would like to thank Mengying Han, Jiajun Zou, and Xingjun Guo for their work in the early stage of coding.  ... 
doi:10.14742/ajet.6719 fatcat:bloepkqj7jckpi3nktpff3ydda

Mixed methods for mixed reality: understanding users' avatar activities in virtual worlds

David F. Feldon, Yasmin B. Kafai
2007 Educational technology research and development  
This paper examines the use of mixed methods for analyzing users' avatarrelated activities in a virtual world.  ...  Implications for the use of mixed methods in online environments are discussed with regard to three challenges resolved during the study: (1) appropriate reduction of the vast quantity of data, (2) integrated  ...  Acknowledgements An earlier version of this paper was presented at the Annual Meeting of the American Education Research Association in April 2007, Chicago, Illinois.  ... 
doi:10.1007/s11423-007-9081-2 fatcat:rwdcefwe3rarvfj32vs2bc5g5y

The Influence of Collaborative and Multi-Modal Mixed Reality: Cultural Learning in Virtual Heritage

Mafkereseb Kassahun Bekele, Erik Champion, David A. McMeekin, Hafizur Rahaman
2021 Multimodal Technologies and Interaction  
The purpose of this study is to validate whether collaboration (social interaction), engaging experience, and a contextual relationship enhance cultural learning in a collaborative and multi-modal mixed  ...  Studies in the virtual heritage (VH) domain identify collaboration (social interaction), engagement, and a contextual relationship as key elements of interaction design that influence users' experience  ...  interaction methods in mixed reality enhance users’ engagement.  ... 
doi:10.3390/mti5120079 fatcat:dwmygi52fjaobf27zwkj6pogaa

Mixed methods analysis of enterprise social networks

Sebastian Behrendt, Alexander Richter, Matthias Trier
2014 Computer Networks  
We then adopted this framework as part of a mixed methods research approach to comprehensively analyze an empirical ESN case.  ...  In order to address this issue, we first conducted a systematic literature review to identify available data dimensions and integrated them into a conceptual framework.  ...  Revelation of new insights A mixed methods approach is more likely to identify new insights.  ... 
doi:10.1016/j.comnet.2014.08.025 fatcat:cwkqutgqfbelrhophcu2nm2x5m

Welcome Message from the QoMEX 2020 Chairs

2020 2020 Twelfth International Conference on Quality of Multimedia Experience (QoMEX)  
quality, quality of experience (QoE) and user experience (UX).  ...  The 12 th edition, in 2020, is a conference unlike any that has gone before it.  ...  We wish all attendees an enjoyable conference with fruitful discussions and interactions. Conference Co-Chairs  ... 
doi:10.1109/qomex48832.2020.9123098 fatcat:kgjgv6qwhnaqdbsj45gj2lw2k4

New Communications Approaches in Marketing: Issues and Research Directions

Russell S. Winer
2009 Journal of Interactive Marketing  
In this paper, I describe the kinds of new media that companies are using to engage customers and the challenges that these media present from the perspective of the marketing manager.  ...  This increase in the number of media has been driven largely by improvements in technology and how customers interact with the technology and each other.  ...  A good review of the approach can be found in Cook (2006) . The method uses online surveys to assess the impact of both traditional and online media.  ... 
doi:10.1016/j.intmar.2009.02.004 fatcat:fxf7xfqfkbgh3ldypnasrww3eu

Influences of online store perception, shopping enjoyment, and shopping involvement on consumer patronage behavior towards an online retailer

Jihyun Kim, Ann Marie Fiore, Hyun-Hwa Lee
2007 Journal of Retailing and Consumer Services  
Online apparel retailers have adopted various types of image interactivity technology (IIT), such as close-up pictures or zoom-in functions, mix-and-match functions, and 3D virtual models to enhance consumers  ...  ' online shopping experience.  ...  A single 2D pictorial image of the product that is clicked to enlarge the image provides the user with a low level of interactivity, whereas a mix-and-match feature or zoom-in function, which allows the  ... 
doi:10.1016/j.jretconser.2006.05.001 fatcat:6zrk65ne4rgybl5l4wa5f67mba

Task facilitative tools, choice goals, and risk averseness: A process-view study of e-stores

Prithwiraj Nath, Sally McKechnie
2016 Journal of Business Research  
To address this gap, this study conducts an experiment with 273 participants to examine these relationships in the context of complex, high-risk purchase situations where the seller is new to the market  ...  Although the effects of interactivity and personalization tools on the browsing experience are the subject of previous research, relatively little research focuses on the effect of variable levels of such  ...  However, in the case of a new or unfamiliar e-retailer, simply offering a balanced mix of task-facilitative tools to reduce the users' choiceevaluation costs is not enough because users might find better  ... 
doi:10.1016/j.jbusres.2015.10.019 fatcat:swnn3qgxyrblznzepfl5773rky

An Empirical Analysis on Transparent Algorithmic Exploration in Recommender Systems [article]

Kihwan Kim
2021 arXiv   pre-print
In this work, we aim to propose a new approach for feedback elicitation without any deception and compare our approach to the conventional mix-in approach for evaluation.  ...  This mix-in approach has been widely used in many recommenders, but there is rare research, evaluating the effectiveness of the mix-in approach or proposing a new approach for eliciting user feedback without  ...  Conclusions In this work, we firstly measured the effect of hiding and revealing exploration process from/to users, and compared them in terms of user experience and the quantity of implicit feedback.  ... 
arXiv:2108.00151v2 fatcat:copt7dvm55acjaysb2uullzexa

Specification and implementation of dynamic Web site benchmarks

Amza, Chanda, Cox, Elnikety, Gil, Rajamani, Zwaenepoel, Cecchet, Marguerite
2002 2002 IEEE International Workshop on Workload Characterization  
With these benchmarks we hope to provide a common reference point for studies in these areas.  ...  The absence of benchmarks for Web sites with dynamic content has been a major impediment to research in this area.  ...  We refer to this second level of consistency as "with transactions" in the experiments in sections 8 to 10.  ... 
doi:10.1109/wwc.2002.1226489 fatcat:vxft5sd5h5cjjd2ptc3tfqs3me

User studies in cartography: opportunities for empirical research on interactive maps and visualizations

Robert E. Roth, Arzu Çöltekin, Luciene Delazari, Homero Fonseca Filho, Amy Griffin, Andreas Hall, Jari Korpi, Ismini Lokka, André Mendonça, Kristien Ooms, Corné P.J.M. van Elzakker
2017 International Journal of Cartography  
experience with interactive maps and visualizations.  ...  to improve user studies, and key research needs specific to the study of interactive maps and visualizations.  ...  The authors also wish to acknowledge the International Cartographic Association for their support of the project.  ... 
doi:10.1080/23729333.2017.1288534 fatcat:42b6dolfubb4fjkrgn477wsjy4
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