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Predicting the “helpfulness” of online consumer reviewsSingh, J.P., Irani, S., Rana, Nripendra P., Dwivedi, Y.K., Saumya, S., Kumar Roy, P. 25 September 2020 (has links)
Yes / Online shopping is increasingly becoming people's first choice when shopping, as it is very convenient to choose products based on their reviews. Even for moderately popular products, there are thousands of reviews constantly being posted on e-commerce sites. Such a large volume of data constantly being generated can be considered as a big data challenge for both online businesses and consumers. That makes it difficult for buyers to go through all the reviews to make purchase decisions. In this research, we have developed models based on machine learning that can predict the helpfulness of the consumer reviews using several textual features such as polarity, subjectivity, entropy, and reading ease. The model will automatically assign helpfulness values to an initial review as soon as it is posted on the website so that the review gets a fair chance of being viewed by other buyers. The results of this study will help buyers to write better reviews and thereby assist other buyers in making their purchase decisions, as well as help businesses to improve their websites.
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A Lexicon For Product Experience Related CommunicationOnusluel, Gonca 01 September 2012 (has links) (PDF)
In this thesis, product experiences were analyzed in human-product interaction context. The terminology to describe product experiences were gathered and grouped with the studies carried out during the thesis. The conceptual network of product experiences were attempted to be established by examining the stages of human-product interaction in the limitations of the studies. The gathered terminology was composed of both concrete and abstract product features. The abstract product features which are used for defining product personality characteristics took part in the lexicon. The lexicon for product experience related communication resulting from the thesis, was used in designed instructional game for Bachelor degree industrial design students, in order to be informed and develop themselves on the subject. Hereby, while the students have fun, they will explore the terminology to use in design communications easily.
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Motivating Factors Influencing Consumers’ Brand Preferences for mobile phones: University of Gavle Students.Ekemba, Chinedu, Emurla, Emin Ali January 2017 (has links)
Title: Motivating factors influencing consumers’ Brand preferences for mobile phones: University of Gavle students Level: Final assignment for Master degree in Business Administration (MBA) Authors: Chinedu Ekemba and Emurla Emin Ali Supervisor: Professor Ehsanul Huda Chowdhury Examiner: Professor Maria Fregidou-Malama Date: 2017- June Aim: The aim of this study is to investigate the motivating factors that influence University Gavle students to prefer a particular Mobile phone brand. Method: A qualitative study is carried out based on primary data; the primary data was collected through semi-structured interview with twenty of University of Gavle Students by the use of face to face interview. Result & Conclusion: The study finds out that, the role of word of mouth as extrinsic factors serves as the highest motivating factor, while prestige serves as intrinsic factors of motivation. Thus, word of mouth and quality are the highest motivating factors that influence University of Gavle students to prefer a particular mobile phone brand. This finding of this research will help mobile phone marketers and managers to develop strategy on how to capture Swedish consumers to prefer their companies brand products. Suggestion for future research: Future research could be done by considering different or more widely target groups instead of students of University of Gavle. Different perspectives can be combined in future research thus, further research can be conducted by more broadly with a variety of age groups and in a wider area. Also, further research could include comparison between mobile phone brand types and may consider different type of products. This will give understanding of the different segments in mobile phone market, and to determine if these different segments can cause any variety and change of motivating factors. Additionally, further research could be conducted in the long time period, thus can be explored in detail benefiting from the longitudinal study and could be include observations to understand long-term variables on mobile phone market and effects of motivating factors. Hence, this could bring more effective conceptualization of influencing factors of smartphone buying consumers and helps to achieve a more in-depth research. More so, the same study can be conducted with a combination of different Universities in Sweden. And also, same research can be carried out using quantitative research method for future research. Contribution of the Study: This study contributes with knowledge on which motivating factors influence customers brand preferences, and how these factors affect their purchase decision.
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Utilitarian and hedonic drivers of repurchase intent in consumer electronics : a study of mobile phonesMadevu, Hilton 12 May 2012 (has links)
This study sought to understand factors driving repurchase intentions for consumer electronics (CE) hardware and in particular mobile phones. The outcome of the study was expected to be of interest in academia and practice because it develops upon existing literature and identifies actionable variables that could be used to optimise market offerings. Based on a literature review it was hypothesised that the intent was driven by hedonic and utilitarian factors. These included conspicuousness and visibility; product bundling; reliability; technological features, usability of the product and the buyers’ age. The study tested these hypotheses using primary data. The method was employed to confirm the postulated drivers as well as to determine the direction of the effects. Data collection was conducted through a cross sectional internet survey enumerated in August 2010. The survey reached a broad sample of 144 responders. The analysis supported two of the six hypothesised drivers. The supported drivers were conspicuousness and usability. The recommendation was therefore to encourage the CE industry to focus on creating aesthetically appealing, fashionable devices that were intuitively easy to use requiring minimal assistance or product manuals. It also recommends that less emphasis be placed on durability, advanced features, on bundling additional extras and on targeting particular age groups. Copyright / Dissertation (MBA)--University of Pretoria, 2012. / Gordon Institute of Business Science (GIBS) / unrestricted
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Dispensing Rates of Four Common Hearing Aid Product Features: Associations With Variations in Practice Among AudiologistsJohnson, Earl E., Ricketts, Todd A. 01 March 2010 (has links)
The purpose of the study was to develop and examine a list of potential variables that may account for variability in the dispensing rates of four common hearing aid features. A total of 29 potential variables were identified and placed into the following categories: (1) characteristics of the audiologist, (2) characteristics of the hearing aids dispensed by the audiologist, (3) characteristics of the audiologist?s patient population, and (4) evidence-based practice grades of recommendation for each feature. The potentially associative variables then were examined using regression analyses from the responses of 257 audiologists to a dispensing practice survey. There was a direct relation between price and level of hearing aid technology with the frequency of dispensing product features. There was also a direct relation between the belief by the audiologist that a feature might benefit patients and the frequency of dispensing that feature. In general, the results suggested that personal differences among audiologists and the hearing aids audiologists choose to dispense are related more strongly to dispensing rates of product features than to differences in characteristics of the patient population served by audiologists. An additional finding indicated that evidence-based practice recommendations were inversely related to dispensing rates of product features. This finding, however, may not be the result of dispensing trends as much as hearing aid manufacturing trends.
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Music CD in development and consumer value in the Thai music industryBhovichitra, Phunpiti January 2017 (has links)
While the digital market, especially the music streaming market, has rapidly grown in recent years, however the physical music segment still remains relevant in the Thai market. The Thai music market has inimitable characteristics within the market in terms of the physical music record offers, recorded musical works, and a growth trend in physical sales. Moreover, the behaviour in physical music consumption is opposite to that in world markets. Music consumption practices in the Thai market and why physical music, and CDs in particular, remain relevant to the Thai music industry are an enigma. The music industry itself has suggested that the physical music market needs to be revamped and its physical products redeveloped. In addition, the major record companies have also refocused into developing physical markets. However, precisely how this is to be achieved has not been specified. The twin aims of this study are to more fully comprehend Thai music consumption practices in today’s market and to examine how the concepts of product development could be effective in responding to consumer needs and desires. Consumer-led product development is the main concept of this study used to create ideas to enhance music CDs. This study combined many perspectives related to consumer-led product development and then applied them to construct the conceptual framework named “The Seminal Framework for CD Development”. The framework is a roadmap to create a new set of features for a new form of music CD based on the input of the music industry’s representatives and consumers. A new form of music CD which includes a new set of features is named in this study as the “prototype CD”. Also, the framework is used to evaluate the effectiveness of the prototype CD; how the prototype CD is responsive to consumer needs as far as functional and psychological perspectives are concerned. Bearing in mind the aim of this research, the researcher considered the interpretive paradigm to be the most appropriate approach for capturing consumers’ experiences in music consumption practices and for studying the opinions, points of view and ideas derived from the consumers, and the experts in music CD development. In the data collection process, this study employed the technique of purposive sampling for selecting from the population. The purposive sampling technique allows the researcher to judge and select people or prospective participants who: 1) are available to participate I in conducting the research, 2) are knowledgeable about the industry, 3) have experience related to the context of the study, and 4) can provide the reliable and detailed information required to understand the focal themes of the study. This study conducted nine interviews with the music industry’s experts, 60 one-on-one interviews and four group interviews with consumers. For the data analysis, this study adopted the manual coding analysis. The Seminal Framework determined the coding structure, and sets of data could be organised into distinct themes, such as the new features of music CDs or future positive possibilities for music consumption. This enabled, at the end of the process, an easier and more efficient identification of the experiential values derived from prototype music CDs. In addition, in more fully understanding the needs and expectations inherent in music consumption practices, such careful coding analysis helps to re-define the typology of music consumers. The typology and the concepts also facilitated the identification of music consumption behaviour in today’s environment. This study contributes a wider concept in consumer-led product development that has been applied to the context of music consumption practices and music product (CD) development.
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Konzept zur Identifikation relevanter Produkteigenschaften zur Unterstützung einer positiven User ExperienceSchröppel, Tina, Miehling, Jörg, Wartzack, Sandro 03 January 2020 (has links)
Technische Raffinesse, ein hohes Maß an Funktionalität und eine sehr gute Gebrauchstauglichkeit werden vom Nutzer zunehmend als gegeben vorausgesetzt. Stattdessen rückt das positive Erleben von Technologie, also eine positive User Experience (UX) stärker in den Fokus. Dabei geht es nicht mehr um das Produkt im eigentlichen Sinne, sondern um die Erlebnisse und Gefühle, die der Nutzer bei der Produktnutzung erfährt (Hassenzahl & Tractinsky 2006). Besondere Bedeutung hat dabei die Interaktion zwischen Nutzer und Produkt und wie diese durch den Menschen wahrgenommen und verarbeitet wird (Saucken 2017). Mit dem Ziel eine angenehme Nutzer-Produkt-Interaktion (NPI) zu schaffen, treten vor allem die verschiedenen Produkteigenschaften und
-merkmale in den Fokus. Je nachdem, wie diese ausgeprägt sind, kann das Erlebnis negativ gestört oder positiv beeinflusst werden (Beispiel siehe Abbildung 1). Kopfhörer können sich aufgrund der gewählten Form sowie des verwendeten Materials bspw. weich und bequem anfühlen. Eine weniger ergonomische Gestalt oder der Einsatz rauer Materialien wirken sich hingegen negativ aus, sprich das Tragen der Kopfhörer fühlt sich unangenehm und kratzend an. Entscheidend für ein gutes Nutzungserlebnis wäre in diesem Beispiel insbesondere die Eigenschaft Tragekomfort. Aufgrund der Fülle an Produkteigenschaften ist es nicht immer einfach, diese auf die für die NPI Wesentlichen zu reduzieren. Der vorliegende Beitrag nimmt sich dieser Problematik an und stellt ein Konzept zur Identifikation der für die NPI relevanten Eigenschaften vor. So wird der Produktentwickler für mögliche Störquellen der NPI sensibilisiert und kann diesen entgegenwirken – was letztlich die Grundlage für eine positive UX schafft.
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