Mining the online social network data: Influence, summarization, and organization

Online Social Network (OSN) services provided by Internet companies bring people together to chat, share the information, and enjoy the information. Meanwhile, huge amounts of data are generated by those services (they can be regarded as the social media ) every day, every hour, even every minute, and every second. Currently, researchers are interested in analyzing the OSN data, extracting interesting patterns from it, and applying those patterns to real-world applications. However, due to the large-scale property of the OSN data, it is difficult to effectively analyze it. This dissertation focuses on applying data mining and information retrieval techniques to mine two key components in the social media data — users and user-generated contents. Specifically, it aims at addressing three problems related to the social media users and contents: (1) how does one organize the users and the contents? (2) how does one summarize the textual contents so that users do not have to go over every post to capture the general idea? (3) how does one identify the influential users in the social media to benefit other applications, e.g., Marketing Campaign? The contribution of this dissertation is briefly summarized as follows. (1) It provides a comprehensive and versatile data mining framework to analyze the users and user-generated contents from the social media. (2) It designs a hierarchical co-clustering algorithm to organize the users and contents. (3) It proposes multi-document summarization methods to extract core information from the social network contents. (4) It introduces three important dimensions of social influence, and a dynamic influence model for identifying influential users.

Marketing político e mídias sociais: as estratégias utilizadas no facebook e twitter de Cássio Cunha Lima PSDB/PB, nas eleições de 2014

This dissertation aims to analyze and understand the process and practices of political marketing strategies applied to social media facebook and twitter Cássio Cunha Lima - PSDB candidate for governor of Paraíba, in the 2014 elections The work is divided into three parts . The first two chapters, both of theoretical nature, underlie the discussion about the use of the Internet as a campaign space and political marketing campaign as well as the different communication strategies and electoral marketing already presented in the literature. Following, is dedicated to a topic for the presentation of the methodology and subsequently makes the discussion of empirical data analysis. Finally, we present the conclusions. The analysis takes as its starting point the models Figueiredo et al. (1998) and Albuquerque (1999) to observe the traditional strategies and suggests the inclusion of typically recorded on the Internet strategies. The methodology used for the analysis was the qualitative and quantitative content from variables that we list different campaign strategies. In order to achieve the purpose of this research, we conducted a case study as an analytical object online campaign Cássio Cunha Lima. The case study took place from the construction of a candidate's biographical and political profile, presented and discussed in the text. This research also made use of virtual ethnography. Therefore, were monitored social media facebook and twitter that political, with the help of image capture program - Greenshot by creating pre-defined categories of analysis, for example, calendar, prestige and support, negative campaign , engagement, among others. The period chosen for monitoring the candidate's official profiles was from 24 August to 28 October 2014, because it holds the pre, during and post-election where there was greater candidate drive level and his team marketing in social media selected for analysis. The results indicate that mobilization strategy (online and offline), merged with the promotion schedule, it is predominant in the social media Cassio. They also indicate that they do not show the failure of the campaign of the candidate in 2014.

COMUNICAÇÃO E MARKETING NA EDUCAÇÃO SUPERIOR: uma análise dos conteúdos comunicacionais online de instituições de ensino privadas

O presente contexto mercadológico da educação superior, onde a concorrência é cada vez mais acirrada, tem levado as instituições de ensino a estabelecer um processo de gestão de comunicação e marketing mais estratégico e competitivo, buscando alcançar uma posição diferenciada em relação à concorrência, a fim de conquistar seus públicos de interesse. Este trabalho contemplou a aplicação dos objetivos de comunicação no mercado de ensino superior, analisando as formas pelas quais as instituições vêm estabelecendo os processos comunicacionais com seus públicos-alvo, estando direcionado para as Universidades privadas brasileiras. A pesquisa se apóia em: revisão bibliográfica, entrevistas em profundidade com gestores de comunicação e marketing do setor pesquisado e análise de conteúdo de peças de comunicação em mídia online. Inicialmente foi elaborado um relato acerca do contexto atual do mercado de ensino superior no Brasil: sua evolução e caracterização. Em seguida, definiu-se marketing aplicado ao segmento de educação superior: conceitos e o papel designado a ele. Posteriormente relacionou-se comunicação mercadológica com o serviço de educação superior e sua aplicabilidade neste setor. Depois, foram realizadas entrevistas em profundidade - semiestruturadas, com gestores de comunicação e marketing de duas instituições, localizadas na cidade de São Paulo (Insper e Universidade São Judas Tadeu) com posicionamentos antagônicos e classificações distintas quanto à sua imagem para o mercado -, com a finalidade de conhecer suas visões e opiniões sobre o mercado e as ações de comunicação de marketing que vêm adotando. Finalmente, foi elaborada análise de contéudo, comparando anúncios (peças publicitárias) em mídia online das duas IES estudadas. Todos os procedimentos da análise de contéudo foram estabelecidos e categorizados com base nos objetivos de comunicação definidos por Yanaze (2011).

Principes de communication et rôle social du chercheur en matière de transfert de connaissances : une dualité source de questionnements éthiques

Essai / Essay

A influência da internet no marketing internacional e relacional das empresas

O presente relatório tem por base o estágio curricular realizado no âmbito do mestrado em Marketing Relacional, lecionado na Escola Superior de Tecnologia e Gestão do Instituto Politécnico de Leiria. O estágio, com uma duração de 1096 horas, decorreu na empresa Smartidiom, Lda., cuja atividade principal é a prestação de serviços linguísticos. A Smartidiom, Lda. opera no mercado internacional desde a sua fundação e pode ser definida como uma empresa born-global. No entanto, o reforço da internacionalização afigura-se indispensável para uma empresa que pretende expandir a atividade e se confronta com um mercado nacional exíguo, como é o mercado português, que atravessa um período de modesto dinamismo económico. O reforço da internacionalização é também uma ambição natural numa economia global, baseada no conhecimento. As tarefas realizadas contribuíram para este objetivo de intensificação da internacionalização e incluíram aspetos relacionados com o marketing internacional, como a elaboração do plano de marketing internacional da empresa e com o marketing relacional, como, o contacto com clientes através da rede social de âmbito profissional, o LinkedIn. Dado o âmbito do mestrado e as tarefas desempenhadas, era importante analisar o papel da internet no marketing internacional e na construção de estratégias relacionais com clientes estrangeiros. Com este intuito foi realizada uma revisão da literatura, que permitiu concluir que o uso da internet nas atividades de marketing internacional é particularmente importante para as pequenas empresas, dada a escassez de recursos disponíveis. As características internas das empresas, como o domínio das tecnologias da informação, condicionam o uso desta ferramenta. A literatura mostra que as empresas reconhecem a importância das redes sociais na construção dos relacionamentos com os clientes. No entanto, a utilização destas no contexto específico do marketing internacional carece de análise empírica.

Restoring phronesis and practice: marketing's forgotten p's

Purpose – The purpose of this paper is to examine the evolution of marketing’s philosophical conversation over the past 120 years, focusing on the emergent meaning of the notion that marketing should become more “scientific”. Design/methodology/approach – This paper focuses on the US academic marketing literature, primarily journal articles and books published in the first half of the 20th century. Findings – The Aristotelian distinction between techné, epistemé and phronesis provides a rich basis for framing philosophical discussion in marketing, and should supplant the art-science debate and Anderson’s distinction between science1 and science2. Prior to 1959, the marketing journals provided a forum for phronesis, though this diminished as the academic marketing community largely abandoned the inductive, contextual approach in favour of a deductive, “scientific” methodology. The Ford Foundation played an important role in effecting this change. Practical implications – The paper highlights the importance of forums where practitioners can reflect on the ethical and social implications of their practices and then work to enhance these practices for the greater social good. Social implications – Questions the value of distinctions between marketing theorists and practitioners and the consequential focus of marketing journals. Originality/value – Advances the concept of phronesis in the marketing literature and distinguishes it from epistemé, which has dominated academic marketing discourse over the past 60 years.

Principes de communication et rôle social du chercheur en matière de transfert de connaissances : une dualité source de questionnements éthiques

Essai / Essay

Mining the Online Social Network Data: Influence, Summarization, and Organization

Online Social Network (OSN) services provided by Internet companies bring people together to chat, share the information, and enjoy the information. Meanwhile, huge amounts of data are generated by those services (they can be regarded as the social media ) every day, every hour, even every minute, and every second. Currently, researchers are interested in analyzing the OSN data, extracting interesting patterns from it, and applying those patterns to real-world applications. However, due to the large-scale property of the OSN data, it is difficult to effectively analyze it. This dissertation focuses on applying data mining and information retrieval techniques to mine two key components in the social media data — users and user-generated contents. Specifically, it aims at addressing three problems related to the social media users and contents: (1) how does one organize the users and the contents? (2) how does one summarize the textual contents so that users do not have to go over every post to capture the general idea? (3) how does one identify the influential users in the social media to benefit other applications, e.g., Marketing Campaign? The contribution of this dissertation is briefly summarized as follows. (1) It provides a comprehensive and versatile data mining framework to analyze the users and user-generated contents from the social media. (2) It designs a hierarchical co-clustering algorithm to organize the users and contents. (3) It proposes multi-document summarization methods to extract core information from the social network contents. (4) It introduces three important dimensions of social influence, and a dynamic influence model for identifying influential users.

Afectividad y creaciones estéticas: intervención social con jóvenes no cualificados

Los jóvenes no cualificados, que participan en los dispositivos educativos de segunda oportunidad, recorren itinerarios de transición al mercado laboral cada vez más complejos. Por lo que conocer sus expectativas y su capacidad de agencia resulta ineludible para mejorar nuestro acompañamiento como profesionales de la intervención sociolaboral. En este artículo exploramos la adaptación de esos jóvenes a una exigencia creciente de cualificación, que los está excluyendo laboralmente. Frente a este proceso, observamos que contraponen una resistencia basada en su capital simbólico, a través de la afectividad y la estética. Nuestro interés por estas respuestas nace de la desorientación percibida entre los profesionales de los programas educativos. Incapaces de comprender las trayectorias divergentes que estos jóvenes plantean, ante los itinerarios homogéneos que se les ofrecen para su inserción social. Tras el análisis de las creaciones artísticas y estéticas de los adolescentes, intuimos que hay dos factores que activan su resistencia a las limitaciones de sus expectativas de éxito. Por un lado, una variable institucional, que apunta a una deficiente planificación de los itinerarios formativos, que los jóvenes perciben que les aboca a la infracualificación y a un mercado laboral precario e inestable. Y por otro lado, una resistencia a la exclusión, que se enraíza en un imaginario de éxito y de movilidad social propio de una juventud globalizada.

Circular migration and the Internet: The role of social networks in the sociocultural context of Mexican residents in Barcelona

This work focuses on the study of the circular migration between America and Europe, particularly in the discussion about knowledge transfer and the way that social networks reconfigure the form of information distribution among people, that due to labor and academic issues have left their own country. The main purpose of this work is to study the impact of social media use in migration flows between Mexico and Spain, more specifically the use by Mexican migrants who have moved for  multiple years principally for educational purposes and then have returned to their respective locations in Mexico seeking to integrate themselves into the labor market. Our data collection concentrated exclusively on a group created on Facebook by Mexicans who mostly reside in Barcelona, Spain or wish to travel to the city for economic, educational or tourist reasons.  The results of this research show that while social networks are spaces for exchange and integration, there is a clear tendency by this group to "narrow lines" and to look back to their homeland, slowing the process of opening socially in their new context.

Marketing Societal: uma contribuição para o crescimento sustentável das organizações

Hoje é indiscutível a necessidade de as organizações incorporarem o desenvolvimento sustentável ou, pelo menos, minimizarem os impactos causados no desenvolvimento de seu processo produtivo. É vital, para as organizações, a realização de ações que evidenciem a sua parcela de contribuição para com o meio social. Diante disso, as estratégias de marketing nas organizações vêm procurando desenvolver ações voltadas à satisfação de seus clientes, despertando novos desejos nas necessidades já existentes e atendendo-os com o maior nível de qualidade possível em todos os processos. Entretanto, isto não tem sido o suficiente, pois os consumidores têm exigido mais: querem organizações comprometidas com o bem-estar social da sociedade. Com a acirrada concorrência no mercado, as organizações buscam diferenciais essenciais que garantam a sua vantagem competitiva sobre as demais organizações. Tendo em vista tal cenário, a administração conta com uma ferramenta que traz benefícios a todos os envolvidos no processo, que é o Marketing Societal, em que a organização investe no social, provisionando um retorno de resultados para a organização.

A formação e o desenvolvimento de arranjos cooperativos sob a ótica da imersão social e da economia dos custos de transação: um estrudo de caso na Coopercam e na Unipesca

The current study analyzes the birth and development of two strategic alliances established between shrimp producers in Rio Grande do Norte: the Unipesca and the Coopercam. To achieve this aim, two approaches which, at first sight, could be considered contradictory were used: the Transactional Costs Economy and Embeddedness. The first approach is fundamentally based in the studies of Williamson (1985; 1991; 1996; 1999; 2000; 2002). Embededness, on the other hand, went through the review of a series of authors, such as Burt (1992), Granovetter (1973; 1985), Uzzi (1997), Gulati (1994; 1995; 1997; 1998; 1999; 2000), Nielsen (2005), Ring (2002), Ring and Van de Ven (1994), Zafirovski (2002), among others. To analyze the birth and development of the cooperatives in this study, Gulati s work (1998) was used. This study shows the steps to be studied for a better comprehension of an alliance: the decision of starting an alliance and the choice of the partners, the decision about the governance structure, the evolution of the alliance and the development of the companies which established this partnership. To carry this study out, a study case accordingly to Yin s proposal (2001) was adopted. Semi-structured interviews with pre-defined plots were conducted in two phases: in the beginning of 2006 and in the beginning of 2007. The subjects from the research were, in 2006, representative members of the main associations and corporations, besides the shrimp producers from the state, when the context of the activity was set. In the second phase, in 2007, representative members from the two cooperatives that were listed above were interviewed the president from Coopercam and the marketing manager from Unipesca. Besides these two members, directors from two important organizations in each of these cooperatives were also interviewed, giving out the necessary information for the research. Secondary data was also collected from the Brazilian Association of Crab producers website, as well as from news from important newspapers in RN, such as Tribuna do Norte. The primary data was analyzed in terms of quality, accordingly to the documental analysis technique. Thus, through the data that was collected, it can be concluded that the reasons that motivated the companies to cooperate can be explained in terms of the transactional costs economy. However, the choice of partners is more connected to aspects approached by the social embededness. When aspects related to development and evolution were analyzed, it could be seen that both aspects from TCE and Embededness were vital to explain the development of the cooperatives mentioned

Cosmic Topologies of Imitation: From the Horror of Digital Autotoxicus to the Auto-Toxicity of the Social

This article expands on an earlier concept of horror autotoxicus linked to digital contagions of spam and network Virality.1 It aims to present, as such, a broader conception of cosmic topologies of imitation (CTI) intended to better grasp the relatively new practices of social media marketing. Similar to digital autotoxicity, CTI provide the perfect medium for sharing while also spreading contagions that can potentially contaminate the medium itself. However, whereas digital contagions are perhaps limited to the toxicity of a technical layer of information viruses, the contagions of CTI are an all pervasive auto-toxicity which can infect human bodies and technologies increasingly in concert with each other. This is an exceptional autotoxicus that significantly blurs the immunological line of exemption between self and nonself, and potentially, the anthropomorphic distinction between individual self and collective others.