Integration of sentiment analysis into customer relational model : the importance of feature ontology and synonym

Online business or Electronic Commerce (EC) is getting popular among customers today, as a result large number of product reviews have been posted online by the customers. This information is very valuable not only for prospective customers to make decision on buying product but also for companies to gather information of customers’ satisfaction about their products. Opinion mining is used to capture customer reviews and separated this review into subjective expressions (sentiment word) and objective expressions (no sentiment word). This paper proposes a novel, multi-dimensional model for opinion mining, which integrates customers’ characteristics and their opinion about any products. The model captures subjective expression from product reviews and transfers to fact table before representing in multi-dimensions named as customers, products, time and location. Data warehouse techniques such as OLAP and Data Cubes were used to analyze opinionated sentences. A comprehensive way to calculate customers’ orientation on products’ features and attributes are presented in this paper.

Integration of Opinion Mining into customer analysis model

This research proposes a multi-dimensional model for Opinion Mining, which integrates customers' characteristics and their opinions about products (or services). Customer opinions are valuable for companies to deliver right products or services to their customers. This research presents a comprehensive framework to evaluate opinions' orientation based on products' hierarchy attributes. It also provides an alternative way to obtain opinion summaries for different groups of customers and different categories of produces.

Extending Customer Relationship Management into a Social Context

Informed by the resource-based view, this study draws on customer relationship management (CRM) and value co-creation literature to develop a framework examining the impact of social networking sites on processes to manage customer relationships. Facilitating the depth and networked interactions necessary to truly engage customers, social networking sites act as a means of enhancing customer relationships through the co-creation of value, moving CRM into a social context. Tested and validated on a data set of hotels, the main contribution of the study to service research lies in the extension of CRM processes, termed relational information processes, to include value co-creation processes due to the social capabilities afforded by social networking sites. Information technology competency and social media orientation act as critical antecedents to these processes, which have a positive impact on both financial and non-financial aspects of firm performance. The theoretical and managerial implications of these findings are discussed accordingly.

Market Orientation in Indian Seafood Processing Firms

This thesis studied the impact of market orietnation on business performance, in the seafood industry, which is a unique situation wherein the firms were all 100% export oriented. The study was able to prove that in the context of the seafood indsutry, implementation of market orientation principles will lead to increase in business performance. The business performance variables were measured under two heads, namely economic performance and non-economic performance. Market orientation in Indian seafood firms was significantly and postiively related to both the performance measures. Under the non-economic performance, were the customer and employee consequences.Again market orientation was positively and significantly related to both the consequences.Thus, the implication arising from the study is this: market orientation in Indian seafood processing firms increases their business performance. The implementation of market orientation will help the seafood firms in gaining competitve advantages in exporting. This in turn will result in increased exports and the position of Indian seafood in the global market will be strengthened. It will thus become a leading player in the global fish trade. Next, the focus was on the effect of the antecedents on the market orientation of a firm. It was seen that several factors were antecedents to the adoption of market orientation principles. They include top management emphasis, conflict, centralization and reward system. It is noted that top management emphasis and support is vital to the market orientation programme. The top management needs to adopt market oriented behaviour and reinforce the need for being market oriented, for it to percolate down the line.Interdepartmental conflict is seen to affect market orientation positively. A large percent of the Indian seafood firms are traditionally family-owned companies, rather than professionally managed firms. This would result in promulgation of old ideas of management whereby, conflict was seen as a healthy exercise, which helped to build up each department's efficiency. But, this view in the long run proves to be detrimental to the firm's performance and must therefore be kept to a bare minimum, if any.Decentralisation of decision making facilitates the participation of the lower level employees and builds up their motivational levels and commitment to the firm. Thus employees are encouraged to make their own decisions, so that they can deal with customers faster and more efficiently. Reward systems help improve an employee's morale, provide encouragement and helps inculcate commitment and loyalty. It improves the employee's self worth and fulfills his need for achievement. A satisfied employee works better, produces more output and needs less supervision, and is happy, thereby reducing costs to the company for replacement and retraining, if the employee quits.Competitive intensity plays a moderating role on the market orientation business performance. Thus in times of greater competition, the relationship between market orientation and business performance grows stronger. Thus, this thesis was successful in investigating a positive relationship between business performance and market orientation.

The MORTN market orientation instrument - an empirical analysis

This paper focuses on Deshpande and Farley's (1998) MORTN market orientation instrument. Specifically, the paper investigates empirically the factor structure and reliability of the supposedly unidimensional instrument. When the MORTN instrument was tested utilising Australian organisations, a two-dimensional factor structure was found to fit the data more acceptably then the unidimensional structure proposed by Deshpande and Farley. These dimensions may be characterised as being Customer/Market Intelligence (Dimension One) and Customer Service (Dimension Two).

The role of brand orientation in explaining retail offer advantage

We provide a conceptualisation and operationalisation of brand orientation within the context of retailing. We then empirically test this operationalisation in terms of a retail offer advantage across the dimensions of merchandise, trading format, customer service and customer communication. Our results suggest that the degree to which a retailer values brands and its practices are oriented towards building brand capabilities provides a valuable theoretical framework to explain variations in retailers' advantage over their competitors.

Integration of market research and customer analytics : a study of CRM manager perspectives

The study examined key relationships between two overlapping customer knowledge systems, Market Research (MR) and Customer Analytics (CA). Their integration can provide valuable new marketing insights. However a survey of 286 US CRM and CA managers showed that many companies do not fully integrate MR and CA. Organisations with a Prospector strategic orientation were more likely to integrate the two and judge the CA system a success. Trust between the two functions enhanced knowledge integration. This in turn was shown to make a strong contribution to the value of CA and a modest indirect contribution to firm success.

The role of brand orientation in the higher education sector: a student-perceived paradigm

Purpose
The purpose of this paper is to examine the relationship between perceived brand orientation (PBO), satisfaction, loyalty, and post-enrolment communication behaviour in the Australian higher education sector.

Design/methodology/approach
Two hundred and fifty-eight questionnaires were completed by undergraduate students of a particular university in Australia. Structural equation modeling was employed in this study to examine the associations between the constructs.

Findings
This study provides empirical evidence that PBO has a positive and significant relationship with all dependent variables. The research reveals that students' perception of a university's brand orientation is significantly related to satisfaction, loyalty, and post-enrolment communication behaviour.

Research limitations/implications
The findings may guide the key decision makers in higher education institutions to understand the importance of brand orientation in their corporate strategy to enhance satisfaction, loyalty, and positive WOM, which can be used to differentiate themselves from other institutions in the highly competitive education market.

Originality/value
Past researchers have not looked into the dynamic relationships between PBO, satisfaction, loyalty, and post-enrolment communication behaviour, and hence research is to be called for in this area. The paper is the first to examine brand orientation from the perspective of the students and provide higher education institutions with recommendations to improve service quality through brand orientation.

Measuring internal market orientation

Internal marketing has been discussed in the management and academic literature for more than three decades, yet it remains ill defined and poorly operationalized. This article responds to calls to develop a single, clear understanding of the construct, to develop an instrument to measure it, and for empirical evidence of its impact. Existing conceptualization of internal marketing are explored, and a new, multidimensional construct, internal market orientation (IMO), is developed. IMO represents the adaptation of market orientation to the context of employer-employee exchanges in the internal market. The article describes the development of a measure of IMO in a retail services context. Five dimensions of IMO are identified and confirmed. These describe different managerial behaviors associated with internal marketing. The impact of IMO on important organizational factors is also explored. Results indicate positive consequences for customer satisfaction, relative competitive position, staff attitudes, staff retention and staff compliance. © 2005 Sage Publications.

An examination of the consequences of market orientation in China

Recent literature suggests that the relationship between market orientation and business performance may be moderated by the nature of the external environment. While the conceptual arguments for such a relationship are well established, empirical evidence on the precise nature of this link has been both limited and ambiguous. The current paper provides further evidence on the nature of the links between market orientation, the environment and performance through a comparative analysis of two business sectors in China with distinctively different competitive environments. The results indicate that market orientation's impact on business performance is positive regardless of environmental conditions. However, the environment is found to moderate the relationship between market orientation and customer satisfaction. Finally, the study provides evidence that market orientation also has positive impacts on power in distribution channels and corporate social responsibility.

Market orientation of hotels and travel services in China

China is unique both politically and economically. How this uniqueness impacts on firms'' adoption of market orientation and the impact of market orientation on business performance, however, remain unclear. This book reports a study by Dr Riliang Qu who aims to address the above knowledge void. The study employs a two-stage research strategy including interviews and a survey of 1000 hotels and travel services. The study found that government regulations restricting the firm rivalry and the shortage of competent managerial talents are among the most serious constraints to the firms'' development of market orientation along with such factors as inadequacy of government regulation on product quality and consumer protection. The findings suggest that in transitional like China, government actions could be a major force behind firms'' aspiration of being market-oriented. The study also found that the benefits of market orientation are multi-fold in that it not only improves company''s business performance but also has positive effects on customer satisfaction/retention, power in distribution channel, and corporate social responsibility.

Is more capability always beneficial for firm performance? Market orientation, core business process capabilities, and business environment

This study examines the role of capabilities in core marketing-related business processes–product development management (PDM), supply chain management (SCM) and customer relationship management (CRM)–in translating a firm’s market orientation (MO) into firm performance. The study is the first to examine the interplay of all three business process capabilities simultaneously, while investigating how environmental conditions moderate their performance effects. A moderated mediation analysis of 468 product-focused firms finds that PDM and CRM process capabilities play important mediating roles, whereas SCM process capability does not mediate the relationship between MO and performance. However, the relative importance of the capabilities as mediators varies along the degree of environmental turbulence, and under certain conditions, an increase in the level of business process capability may even turn detrimental.

Employee Orientation: An Organizational and Experiential Learning Approach

Employee orientation problems for a resort chain were studied and addressed through action research. The implemented solution leveraged experiential learning to foster employee initiative and problem solving to instill a culture of learning, improve customer satisfaction and increase employee retention. Business results were achieved but learner/ management reaction was mixed.

Service Orientation in Demand-Supply Chains: Towards an Integrated Framework

Part 5: Service Orientation in Collaborative Networks