Scaling up data mining techniques to large datasets using parallel and distributed processing

Advances in hardware and software technology enable us to collect, store and distribute large quantities of data on a very large scale. Automatically discovering and extracting hidden knowledge in the form of patterns from these large data volumes is known as data mining. Data mining technology is not only a part of business intelligence, but is also used in many other application areas such as research, marketing and financial analytics. For example medical scientists can use patterns extracted from historic patient data in order to determine if a new patient is likely to respond positively to a particular treatment or not; marketing analysts can use extracted patterns from customer data for future advertisement campaigns; finance experts have an interest in patterns that forecast the development of certain stock market shares for investment recommendations. However, extracting knowledge in the form of patterns from massive data volumes imposes a number of computational challenges in terms of processing time, memory, bandwidth and power consumption. These challenges have led to the development of parallel and distributed data analysis approaches and the utilisation of Grid and Cloud computing. This chapter gives an overview of parallel and distributed computing approaches and how they can be used to scale up data mining to large datasets.

Online data processing consent under EU law: a theoretical framework and empirical evidence from the UK

This article analyses the results of an empirical study on the 200 most popular UK-based websites in various sectors of e-commerce services. The study provides empirical evidence on unlawful processing of personal data. It comprises a survey on the methods used to seek and obtain consent to process personal data for direct marketing and advertisement, and a test on the frequency of unsolicited commercial emails (UCE) received by customers as a consequence of their registration and submission of personal information to a website. Part One of the article presents a conceptual and normative account of data protection, with a discussion of the ethical values on which EU data protection law is grounded and an outline of the elements that must be in place to seek and obtain valid consent to process personal data. Part Two discusses the outcomes of the empirical study, which unveils a significant departure between EU legal theory and practice in data protection. Although a wide majority of the websites in the sample (69%) has in place a system to ask separate consent for engaging in marketing activities, it is only 16.2% of them that obtain a consent which is valid under the standards set by EU law. The test with UCE shows that only one out of three websites (30.5%) respects the will of the data subject not to receive commercial communications. It also shows that, when submitting personal data in online transactions, there is a high probability (50%) of incurring in a website that will ignore the refusal of consent and will send UCE. The article concludes that there is severe lack of compliance of UK online service providers with essential requirements of data protection law. In this respect, it suggests that there is inappropriate standard of implementation, information and supervision by the UK authorities, especially in light of the clarifications provided at EU level.

Boots Book-lovers' Library and the novel: The impact of a circulating library market on twentieth-century fiction

In a Report for the Society of Bookmen in 1928, British publishers estimated that between a quarter to two thirds of all the books they published went to four circulating libraries: Boots, Smith’s, Mudie’s, and The Times bookclub. This essay examines the literary impact of one of the largest of these, Boots Book-lovers’ Library (1899-66), which by 1935 had around 400 libraries attached to their high-street pharmacies catering for the tastes of over one million subscribers a year. Compared to the wealth of studies examining the influence of the library market in the Victorian period, the significance of the subscription libraries as key distributors of fiction in the twentieth century is not well known. But private libraries expanded rapidly in the early twentieth century to cater for what Sidney Dark termed a ‘new reading public’, and records in publishers’ archives indicate that authors routinely adapted their unpublished manuscripts in order to meet the perceived demands of this library reader. This article examines the impact of the Boots Book-lovers’ Library market on authors’ practices of writing and revision, and on literary marketing and censorship. It focuses in particular on the author James Hanley (1897-1985), using unpublished correspondence in the Chatto & Windus archive at the University of Reading to demonstrate how the publisher’s sense of the tastes and expectations of the Boots library reader influenced the editorial process.

Context relevant persuasive interaction and design: consideration of human factors influencing B2C persuasive interaction

The revolutions of electronic and mobile commerce have opened up unique opportunities for global marketing and business to consumer (B2C) persuasive interaction; with the aim of influencing user behavior. The success or failure of such persuasive interaction is impacted by cultural, social, and personal dimensions. Accordingly, failure to consider such dimensions risks the user forming a negative attitude towards retailer’s websites or mobile applications, which subsequently threatens customer behavior. A better understanding of human factors influencing the way people perceive B2C persuasive interaction is needed. This paper is introduces the concept of a context relevant persuasive interaction and proposes a guideline for designing relevant B2C persuasive interaction.

Knowledge dissemination in the global service marketing community

Purpose– The evolution of the service marketing field was marked by the emergence of a global, vigorous and tolerant community of service marketing researchers. This paper seeks to examine the history of the service marketing community and argues that it may be an archetype for building the emergent global service research community. Design/methodology/approach– The study combines qualitative and quantitative approaches. The authors interviewed four pioneering service scholars and also collected descriptive data (e.g. Authorship, Affiliation, Title, Keywords) of all service related articles published in 13 top peer‐reviewed marketing and service journals over the last 30 years (5,432 articles; 6,450 authors). In a dynamic analysis the authors mapped global collaboration between countries over time and detected clusters of international collaboration. Findings– Findings suggest a growing international collaboration for the USA and the UK, while for other countries like Israel the global collaboration started from a high level and decreases now. Further, the service marketing community never became polarized and there were always contributions from researchers all over the world. Research limitations/implications– As the global service research community is developing, service marketing becomes a research neighborhood within the broader service research community. Simultaneously, other research neighborhoods are emerging within this new community (e.g. service arts, service management, service engineering, service science). Originality/value– Anchored on the social evolution and biological evolution metaphors, this study explains the evolution of the service marketing field from both qualitative and quantitative perspectives. Furthermore, it explains the development of the service marketing community as an archetype for building the global service research community.

Implementação de CRM para viabilização de marketing de relacionamento: um estudo de caso

Foco em estratégias empresariais para a longevidade da relação com clientes, comunicação personalizada bidirecional, múltiplos pontos de contato, novas formas de segmentação de mercado, estrutura organizacional descentralizada e mensuração em tempo real da satisfação dos clientes, são exemplos que indicam a existência de uma forma de marketing diferenciada, denominada de marketing de relacionamento. Motivada pela crescente demanda empresarial por tecnologias mercadológicas, a indústria de softwares criou, em meados dos anos 90, um sistema denominado de Customer Relationship Management (CRM) com a promessa de gerenciar, de forma integrada, todos os relacionamentos com os clientes. Gradativamente, novas funcionalidades foram incorporadas ao sistema que alcançou ampla difusão no meio empresarial, responsável por investimentos na ordem de bilhões de dólares ao ano. Enquanto os fabricantes de CRM anunciam crescimentos significativos de vendas, o mercado vem apresentando sinais de insatisfação. Há dúvidas se a implementação do sistema seria suficiente para viabilizar o marketing de relacionamento e quais são seriam suas potencialidades. Pesquisar a teoria do marketing de relacionamento, levantar qUaiS são os seus elementos determinantes e investigar as possibilidades do CRM poderá contribuir para proporclOnar beneficios mútuos para as quatro partes envolvidas no relacionamento: os clientes, as empresas que comercializam produtos e serviços, fabricantes e implementadores de CRM.

Marketing social : a otica, a etica e sua contribuição para o desenvolvimento da sociedade brasileira

Marketing as a social product, has been created, raised and spread alI over the world mainly as a tool to serve private, micro-economic, l?rofit, short run interests. Over the last twenty years,a steadly growing trend has been noticed in this field,due to the evidences that marketing has not delivered what it had promissed: society's needs fullfillment. Several American theorists and practioners marketino and non marketing specialists - are considered to have contributed to this evaluation of the marketing concept which has led to consolidate new "sub-disciolines" in the core o f marketing, name ly: "non business" (not for profi ti non orofit organizations, public services, government) "political candidates", "health, education, social services'; "ideas and social causes" marketing. This paper deals with the latter marketing subdiscipline , that applied to social causes and i ts oocasional contributions to Brazilian socio-economic development, considering both marketing and moral/ethical frameworks. The work suggests that are, have been and will be several possibilities of applying social marketing as a planning and implementing tool for both theorists and practioners of administration.

O significado da distribuição para os grandes bancos verejistas: análise e consequências sob o ponto de vista de marketing

Trata da revolução em curso nos canais de distribuição dos grandes bancos varejistas em função dos impactos provocados pela tecnologia, pela globalização, pelas parcerias e pela formação de um novo ambiente de distribuição eletrônico, remoto e virtual denominado como marketspace. Esse novo ambiente, até o ano de 2007, deverá canalizar 2/3 dos negócios bancários que envolvam efetiva intermediação financeira. A revolução é tão importante que pode significar o início de um novo ciclo no negócio dos grandes bancos varejistas. Os impactos sobre marketing são igualmente poderosos, exigindo dos bancos uma completa revisão de sua estratégia mercadológica. Evidências foram colhidas de extensiva revisão bibliográfica, através de entrevistas em profundidade e de pesquisa amostrai com clientes bancários. Cursos de ação são sugeridos.

Gestão de marketing nas associações e cooperativas de agronegócio : o caso da Associação dos Produtores de Soja e Milho do Estado de Mato Grosso

Esta dissertação analisar gestão de marketing no agronegócio, especificamente no contexto da Associação dos Produtores de Soja e Milho do Estado de Mato Grosso (Aprosoja/MT); trata-se de uma iniciativa que pode ser considerada um novo perfil de liderança no sistema cooperativista. O problema de pesquisa é identificar quais são os fundamentos da gestão de marketing da Aprosoja/MT. Para isso, foi realizado um estudo de caso único, com finalidade exploratória e enfoque qualitativo. Durante a coleta de dados, além da análise documental, foram realizadas vinte entrevistas pessoais, primeiramente utilizando o método da teoria fundamentada, para posterior elaboração de um roteiro semiestruturado. Os relatos das entrevistas e o estudo de caso foram interpretados tomando por base o referencial teórico proporcionado por autores como Kotler, Levy, Vargo, Lusch, Zylbersztajn, Bialoskorski e Tejon, dentre outros estudiosos das áreas da lógica dominante de serviços (LDS), do marketing de relacionamento e do marketing do agronegócio. Os resultados da pesquisa indicam que a Aprosoja/MT tem uma visão e entendimento bastante avançados sobre os conceitos mais modernos do campo do marketing, não se restringindo ao marketing tático. Dessa forma, pode-se concluir que a Aprosoja/MT opera no nível estratégico do marketing, com forte orientação para o marketing de relacionamento. É possível afirmar que a gestão de marketing da Aprosoja/MT está fundamentada no relacionamento com seus stakeholders, em função do modelo da LDS.

Meta-theories in research: positivism, postmodernism, and critical realism

No scholar or researcher is able to provide robust evidence that counters the scant reflection on metatheory – mostly ontology and epistemology – underlying management studies in general, and industrial marketing and purchasing research in particular. This paper is a contribution to the indispensable discussion of metatheoretical alternatives in research, and most importantly, the strengths and shortcomings thereof, and respective implications on research questions, objectives, and findings.

O marketing e a atuação social das empresas: uma relação possível

The present work is about a study of multiple cases with exploratory and descriptiveperspective and qualitative emphasis. Its field of study is constituted by three local companieswith description of social performance, with emphasis in the personal interview with thecontrollers. Its main objective consists of understanding as it has occurred the marketingrelation with the enterprise social performance in the context of these companies located inthe State of the Rio Grande do Norte who carry out social investments. For this, it hassearched to analyze the types and characteristics of the developed social actions, to evaluatethe motivations and objectives of the accomplishment of social actions, to verify theimportance and influence of the social performance in the dynamics of the companies, toverify the level of specific knowledge and information in the areas of marketing and socialperformance in the companies and to evaluate the process of communication (promotion andspreading) of the social performance carried out by the companies. It has been verified thatthe company A directly associates it its social and ambient activities with differentiationbenefits, competitiveness, creation of value, loyalty, relationships, image, prestige,positioning of the company, sale and financial return, beyond benefits in the internal level asbigger motivation of its employees and retention of talents, not existing rejection to theinterlacement of the concepts related to the marketing and the social one. Already in companyB rejection in relating its practical social to the marketing, being observed after posteriorquestionings, that the relation of direct and indirect form exists and those divulgations of theseactions are carried out, contradicting the arguments of the controllers of that the actions wouldnot be carried out to generate media. In company C, it been verified rejection andcontradiction with relation to the concepts related to the marketing, alleging itself that theimage of the harnessed company to its social performance is not used in proper benefit,evidencing itself that this company divulges its action and is marketable benefited, even so isnot this the main objective of its social programs. It has concluded that the association ofthese two concepts is positive and favorable to the development of the businesses and thesocial actions of the companies, legitimizing them and benefiting the involved company,groups in the actions and the society that profits socially from the private social involvement in the social matters

Comunicação pública e marketing político na gestão pública municipal

Based on the definitions of Public Communication, Political Marketing, Public Interest Information and Communication as a Tool of Governance, the study notes the use of the news section of the websites of the City Christmas and Mossoro, Rio Grande do Norte, in regard to strengthening citizenship and encouraging participatory management, from the characterization of materials like pieces of Political Marketing and Public Communication. Data collection in qualitative research was conducted from August to September 2011 and content analysis showed that the appropriation of public property for personal use is a reality, despite legal requirements to the detriment of strategic communication and governance for results from the dissemination of information of public interest and the establishment of a communication channel between State Government and Society. Elements of this study suggest the need for further research to deepen the discussion

Fotografia e marketing: uma análise dos atrativos turísticos da cidade de João Pessoa-PB

Photography is a resourse of the most used and effective marketing, besides being an polysemic art, boundless sense; this allows for different readings. Nevertheless, there are those who, through the control and supervision, try to organize its meaning, such as the marketing companies. Others, such as artists, are the responsibility of the observers to give their work some understanding. Resorting a photographic iconography of the tourist attractions of the city of João Pessoa in Brazil from 2005 to 2010. This survey selected images published in catalogs supported by the Fundo de Incentivo a Cultura (FIC) and the Empresa Paraibana de Turismo (PBTUR). The central idea of this qualitative research is the assumption that, in general, tourists crave, even unconsciously, a reality of a tourist attraction motivated by photographic image conveyed the travel market, meanwhile, emphasizes that the art market, the same attraction is exposed and uncovered. Thus it is argued, by photos, such as environmental and sociocultural characteristics are commodified by these organs that have different purposes is not exclusive, given that the FIC supports art and PBTUR sponsors the tourism. Beyond the iconography used for cataloging and photographic analysis, interviews were conducted by the method of visual narratives in ordes to approximate the data with the view of tourists and photographers. In that resulted in a refletion on the current imagistic process involving the release of the tourist destinations in order to be allowed on a critical reading of photographic production and market resources to marketing and promoting the art of the city. It was observed that both the art and photography marketing acquire different symbolic values with respect to their markets promoted by the catalogs analyzed.

Trade and investment flows between the Caribbean and the rest of the hemisphere in the context of the FTAA

Includes bibliography