Visual Customer Segmentation and Data Exploration with the Self-Organizing Map

Advancements in information technology have made it possible for organizations to gather and store vast amounts of data of their customers. Information stored in databases can be highly valuable for organizations. However, analyzing large databases has proven to be difficult in practice. For companies in the retail industry, customer intelligence can be used to identify profitable customers, their characteristics, and behavior. By clustering customers into homogeneous groups, companies can more effectively manage their customer base and target profitable customer segments. This thesis will study the use of the self-organizing map (SOM) as a method for analyzing large customer datasets, clustering customers, and discovering information about customer behavior. Aim of the thesis is to find out whether the SOM could be a practical tool for retail companies to analyze their customer data.

CRM system implementation supporting the management of customer relationships

The purpose of this thesis is to examine customer relationship management in a large, global organization. The aim is to deepen the understanding on how CRM-system implementation can support customer relationship management in strategic, operational and analytical levels.

Hydration of carrot seeds in relation to osmotic potential of solution and conditioning method

The objective of this study was to monitor carrot seed hydration in water and osmotic solutions to define appropriate conditions for priming treatment. Two Brasília cultivar carrot seed lots were used. Seeds were imbibed in -1.0 and -1.2 MPa PEG 6000 osmotic solutions and in distilled water, in an incubator BOD at 20ºC, using two different hydration methods: imbibition in moistened paper towel sheets and in aerated solutions. The imbibition curves for each seed lot were drawn after determining seed moisture content at 2, 4, 6, 8, 10, 12, 24, 48, 72, 96 hours hydration in water and after 2, 4, 6, 8, 10, 12, 24, 48, 72, 96, 120, 144, 168, 192, 216, 264, 312 hours hydration in PEG 6000 solutions. Seed hydration in distilled water was faster than in PEG 6000 solutions; the primary root protrusion occurred at 48 hours imbibition as seeds reached 54% moisture content. Osmotic conditioning of carrot seeds should be performed by imbibition in PEG 6000 -1.0 or -1.2 MPa solutions to attain 40% and 45% moisture content (moistened paper) or 40% and 45% (aerated solutions).

Enfoque de un programa CRM (Customer Relationship Managment): fidelización, aplicado a detallistas tipo AAA, para un productor de confitería en la ciudad de Quito

Para la empresa la atención de cliente es una variable vinculada de forma directa con la satisfacción del mismo, de tal manera que una no puede separarse de la otra, en este estudio se revisará las acciones por las cuales se considera que la satisfacción del cliente y su fidelización son componentes esenciales para incrementar la competitividad de las organizaciones. La identificación de las necesidades y expectativas de los distintos segmentos de clientes es fundamental para alcanzar su satisfacción. En los actuales momentos, la globalización, la apertura de fronteras, la libre comercialización entre los países, constituyen un reto de estabilidad comercial y sobrevivencia de las empresas ecuatorianas, razón por la cual las compañías y entre ellas las comercializadoras, buscan estrategias y alternativas para garantizar su permanencia en el mercado, por lo que una de ellas a considerar es la fidelización del cliente. El punto de partida de cualquier estrategia sensible a los clientes es un conocimiento profundo de la lealtad, identificándola como una relación de apego hacia los productos o servicios de una empresa . Por esta razón la organización reconocen que la satisfacción de los clientes no basta. Esta debe transformarse en relaciones duraderas y leales. Una vez que se ha determinado que la fidelidad del consumidor es un recurso importante para el desarrollo y crecimiento del cliente-empresa, el siguiente estudio propone estrategias que tiene como finalidad la permanencia del cliente a largo plazo, traducido en desarrollo económico para las dos partes. El estudio inicia con una evaluación de las condiciones actuales de la empresa, en relación al nivel de fidelidad del cliente con el que se desarrolla la misma, los datos recabados son captados a través de encuestas, luego son tabulados, analizados, posteriormente se aplican las estrategias, los resultados obtenidos se evalúan a corto y mediano plazo con el fin de determinar la efectividad de las mismas, finalmente ellas son detalladas en las conclusiones y sustentadas en las recomendaciones.

A method for evaluating alternative landscape management scenarios in relation to the biodiversity conservation of habitats

A perennial issue for land use policy is the evaluation of landscape biodiversity and the associated cost effectiveness of any biodiversity conservation policy actions. Based on the CUA methodology as applied to species conservation, this paper develops a methodology for evaluating the impact on habitats of alternative landscape management scenarios. The method incorporates three dimensions of habitats, quantity change, quality change and relative scarcity, and is illustrated in relation to the alternative landscape management scenarios for the Scottish Highlands (Cairngorms) study area of the BioScene project. The results demonstrate the value of the method for evaluating biodiversity conservation policies through their impact on habitats.

A Adoção das Estratégicas de CRM e a Fidelização do Cliente

As relações comerciais observadas no início do século passado se baseavam no atendimento personalizado, em que cada cliente era recebido pessoalmente pelo dono da loja, que por sua vez conhecia a clientela e suas principais necessidades. Com a massificação da produção e o surgimento dos grandes magazines e shopping centers, o foco das empresas se voltou para produtos e serviços, futor que promoveu o distanciamento das relações com os clientes, tornando-os ilustres desconhecidos para as empresas. Quase um século depois, o advento da Internet prOpICIOU um processo de reaproximação entre empresas e clientes, eis que as fronteiras geográficas começaram a desaparecer, as empresas locais começaram a atuar e concorrer mundialmente através da web, o mercado apresentou-se mais competitivo e os clientes conquistaram maior poder de escolha e se tornaram mais voláteis. Neste contexto de grandes massas, surge o CRM contemplando um conjunto de estratégias que permeiam toda a organização, como por exemplo, a revisão dos processos de negócios, a mudança da cultura com o foco no cliente, a automação dos serviços de marketing, vendas e atendimento, a disponibilização de multi-canais de contato com o cliente e a integração das bases de dados com os canais de interação. As estratégias de CRM, com base na revisão dos processos de negócios, na mudança da cultura organizacional e na infra-estrutura tecnológica, objetivam estabelecer relações individualizadas com uma imensa massa de clientes. Neste sentido, esse trabalho de pesquisa intenciona aprofundar os conhecimentos sobre influência do CRM na fidelização do cliente.

Estrategia CRM (Customer Relationship Management)

Realizar una propuesta metodológica que permita analizar, diseñar e implementar una estrategia CRM en las empresas de servicios públicos de Mendoza.

Preliminary results of the relation between ice viscosity and water content using an inverse method

One of the outstanding problems of the modelling of temperate ice dynamics is the limited knowledge on the rheology of temperate ice and, in particular, on how the rate factor depends on the liquid water content. Though it is well known that the rate factor depends strongly on the water content, in practice the only available experimentally-based relationship is that by Duval (1977), which is only valid for water contents up to 1%. However, actual water contents found in temperate and polythermal glaciers are sometimes substantially larger.

El nuevo reto de relación con los clientes: Social CRM

La evolución de Internet al modelo Web 2.0, ha creado el nuevo sistema denominado Social Media, donde han proliferado un número ingente de redes sociales, que han cambiado las formas de relación y colaboración entre los usuarios, así como la relaciones de éstos y las empresas. En respuesta a estos dramáticos cambios sociales y tecnológicos, que actualmente están dando forma a las relaciones negocio-empresa, las empresas están descubriendo que es necesario modificar la estrategia de utilización del CRM (Customer Relationship Management) con sus clientes y desarrollar nuevas capacidades que permitan la creación de valor con los clientes. Y es aquí donde aparece el concepto de Social CRM, entendido como una estrategia centrada en entender, anticiparse y responder mejor a las necesidades de los clientes existentes o potenciales, aprovechando los datos sociales, para crear unas fuertes relaciones beneficiosas para ambas partes. En este trabajo se describe un modelo de adopción de Social CRM, aplicando un método de análisis “Top-Down”, y basado en el modelo de Gartner denominado “The Eight Building Blocks of CRM” [1]. El presente trabajo descompone el modelo de adopción descrito por Gartner, en los siguientes puntos. - Una decisión estratégica de la compañía - Asomarse a la realidad social - Analizar las redes sociales. - Metodología de adopción. - Despliegue y extensión en todos los departamentos de la compañía y la adaptación de los recursos humanos. - Selección e integración con las plataformas tradicionales de CRM - Análisis de herramientas de monitorización de Social CRM El modelo propuesto tiene dos objetivos, por un lado pretende proporcionar la visión de cómo CRM puede influir en los resultados empresariales en la era del cliente social, y por otro, proporcionar a los administradores cómo las inversiones y los recursos existentes de CRM puede ser integrados con las nuevas tecnologías y procesos para formar capacidades que pueden mejorar el rendimiento del negocio. ABSTRACT. “The Internet evolution to Web 2.0 model has created a new system called Social Media, where have proliferated a huge number of social networks which have changed the relationship and collaboration forms user-to-user and user-to-company. In response to these dramatic social and technological changes that are currently shaping the business-business relationships, companies are finding it necessary to modify the strategy for use of CRM (Customer Relationship Management) with customers and develop new capabilities to creating value with customers. And here is where the concept of Social CRM appears, understood as a focus on understanding, anticipating and responding to the needs of existing and potential customers strategy, leveraging social data to create a strong mutually beneficial relationships. In this paper describes an adoption model of Social CRM, using a "Top-Down" analysis method and based on the model of Gartner called "The Eight Building Blocks of CRM" [1]. This paper decomposes the adoption model described by Gartner in the following points. - A company strategic decision. - Look at social reality. - Analyze social networks. - Methodology adoption. - Deployment and extension in all departments of the company and the adaptation of human resources. - Selection and integration with traditional CRM platforms. - Analysis of monitoring tools for Social CRM. The proposed model has two objectives, firstly aims to provide insight into how CRM can influence business outcomes in the era of the social customer, and secondly, to provide administrators how investments and existing resources can be integrated CRM with new technologies and processes for developing capabilities that can increase business performance”.

Customer Relationship Management-PeopleSoft CRM

1 RESUMEN 1.1 Resumen (español) El intercambio y comercio tanto de bienes como servicios se remonta a tiempos inmemoriales dentro de la historia de la humanidad. Desde sus inicios tempranos con el intercambio o trueque de productos en el Neolítico hasta nuestra época híper globalizada, en la que existen clientes potenciales en el otro extremo del mundo, podemos decir que se ha recorrido un largo camino. Con el paso del tiempo y la evolución de la sociedad y la tecnología, así como la evolución empresarial, se ha visto necesario la implementación de estrategias para lograr la fidelización y satisfacción de los clientes. De esta forma entendimos que ya no valía simplemente con vender un producto a un cliente, si no que si queríamos establecer una relación continúa con el mismo, debíamos lograr su satisfacción y por tanto su fidelización. Como forma de extender la relación más allá de una simple venta, las empresas modernas empezaron a implementar diversas estrategias. De esta forma aparecieron los primeros centros de atención al cliente, las primeras aplicaciones hechas a medida para dar soporte a los clientes y por fin los sistemas CRM tal y como los concebimos hoy día. El presente proyecto fin de carrera da una explicación de dichos sistemas indicando cuáles son sus objetos fundamentales y cómo implementan la estrategia CRM y profundiza en uno de los sistemas CRM más utilizados: PeopleSoft CRM, dando una explicación detallada de dicho sistemas así como de los conceptos y lenguaje de programación de dicho sistema CRM. 1.2 SUMMARY (ENGLISH) The exchange and trade of goods as well and services goes back to ancient times in the history of mankind. Since its early beginning with the bartering of products in the Neolithic to our globalized hyper era, in which there are potential customers on the other side of the world, we can say that it has come a long way. After a certain length of time, the society and technology evolution, and also the enterprise development, has been necessary to implement strategies to achieve customer loyalty and satisfaction. We understood in this way that it no longer simply worth to sell a product to a customer, otherwise if we wanted to establish a relationship continues with the same, we should ensure their satisfaction and thus their loyalty. As a way to extend the relationship beyond a simple sale, modern enterprises began to implement several strategies. Therefore appeared the first customer service centers, the first applications tailored to support customers and finally the CRM systems as we know it today. This final project gives an explanation of such systems by indicating what the core objects are and how to implement the CRM strategy, deeping into one of the most widely used CRM systems: PeopleSoft CRM, and also giving a detailed explanation of this system and its programming language.

A True method of treating light hazely ground; or, An exact relation of the practice of farmers in Buchan, containing rules for infields, outfields, haughs and laighs.

Goldsmiths'-Kress no. 07267.

The key to the Brontë works. The key to Charlotte Brontë's "Wuthering Heights," "Jane Eyre," and her other works. Showing the method of their construction and their relation to the facts and people of her life.

Mode of access: Internet.

Hogyan kezeljük a „közösségi ügyfeleket”? – Social CRM marketing és IT megközelítésben (How to manage social customer? Social CRM in marketing and IT context.)

Van egy szó, ami egyre fontosabb lesz a társadalom és a vállalatok számára is, ez a szó a közösség. A közösséghez tevékenységek tartoznak, és ezen a ponton kapcsolódik be a vállalat. A vállalkozások az elmúlt években a közösségi igényeket a CRM-(Customer Relationship Management) megoldásokkal szolgálták ki. Informatikailag a közösségi hálózatok, már nemcsak vállalkozási folyamatot, hanem ehhez kapcsoltan az emberek társadalmi igényét is megpróbálják lefedni az elektronika lehetőségeivel. Egyre inkább a közösségi vállalkozások korát éljük, melyben a folyamathoz tartozó közösségek megosztják, egymás rendelkezésére bocsátják az információkat. A korábbi klasszikus CRM-rendszerek csak begyűjtötték az információkat, ezzel ellenben a közösségi CRM-rendszerek kétirányú kommunikációt folytatnak, párbeszédet kezdeményeznek az ügyfelekkel, buzdítják őket, hogy mondják el a véleményüket. Vajon ez az új stratégia,egy teljesen új világot hoz el a vállalatok számára, vagy csak a CRM fejlődésének egy újabb fokát jelenti? A szerzők erre a kérdésre keresik a választ gyakorlati esetek és szakirodalmi publikációk feldolgozásával. ______ There is a word that begins to be more and more important for the society and the companies, and this word is community. We can talk about social networks, people seek the social demand they already had as a part of their lives for a long time, and this means that it appears in the electronic society as an essential need too. The community is not enough, activities are also needed and this is the point where the companies link in, who promote their goods and facilities to the outside world and with this they use the next stage of customer relationship management, the fulfilment of social needs. We live in the age of social shopping, communities are everywhere and everyone shares information, and up to the present classic CR M systems ran from static databases. On the contrary social CR M systems perform a two-way communication, start a conversation with customers and encourage them to tell their opinions, which always changes on social media, so they build a dynamic database and communicate with customers through response-reactions. Does this new strategy bring a whole new world to companies or is it only another step in the development and another channel of CRM?

Hybrid Method to Assess Sensitive Process Interruption Costs Due to Faults in Electric Power Distribution Networks

This paper shows a new hybrid method for risk assessment regarding interruptions in sensitive processes due to faults in electric power distribution systems. This method determines indices related to long duration interruptions and short duration voltage variations (SDVV), such as voltage sags and swells in each customer supplied by the distribution network. Frequency of such occurrences and their impact on customer processes are determined for each bus and classified according to their corresponding magnitude and duration. The method is based on information regarding network configuration, system parameters and protective devices. It randomly generates a number of fault scenarios in order to assess risk areas regarding long duration interruptions and voltage sags and swells in an especially inventive way, including frequency of events according to their magnitude and duration. Based on sensitivity curves, the method determines frequency indices regarding disruption in customer processes that represent equipment malfunction and possible process interruptions due to voltage sags and swells. Such approach allows for the assessment of the annual costs associated with each one of the evaluated power quality indices.