Automatic keyphrase extraction: a comparison of methods

There are many published methods available for creating keyphrases for documents. Previous work in the field has shown that in a significant proportion of cases author selected keyphrases are not appropriate for the document they accompany. This requires the use of such automated methods to improve the use of keyphrases. Often the keyphrases are not updated when the focus of a paper changes or include keyphrases that are more classificatory than explanatory. The published methods are all evaluated using different corpora, typically one relevant to their field of study. This not only makes it difficult to incorporate the useful elements of algorithms in future work but also makes comparing the results of each method inefficient and ineffective. This paper describes the work undertaken to compare five methods across a common baseline of six corpora. The methods chosen were term frequency, inverse document frequency, the C-Value, the NC-Value, and a synonym based approach. These methods were compared to evaluate performance and quality of results, and to provide a future benchmark. It is shown that, with the comparison metric used for this study Term Frequency and Inverse Document Frequency were the best algorithms, with the synonym based approach following them. Further work in the area is required to determine an appropriate (or more appropriate) comparison metric.

File Transfer Protocol

The discourse surrounding the virtual has moved away from the utopian thinking accompanying the rise of the Internet in the 1990s. The Cyber-gurus of the last decades promised a technotopia removed from materiality and the confines of the flesh and the built environment, a liberation from old institutions and power structures. But since then, the virtual has grown into a distinct yet related sphere of cultural and political production that both parallels and occasionally flows over into the old world of material objects. The strict dichotomy of matter and digital purity has been replaced more recently with a more complex model where both the world of stuff and the world of knowledge support, resist and at the same time contain each other. Online social networks amplify and extend existing ones; other cultural interfaces like youtube have not replaced the communal experience of watching moving images in a semi-public space (the cinema) or the semi-private space (the family living room). Rather the experience of viewing is very much about sharing and communicating, offering interpretations and comments. Many of the web’s strongest entities (Amazon, eBay, Gumtree etc.) sit exactly at this juncture of applying tools taken from the knowledge management industry to organize the chaos of the material world along (post-)Fordist rationality. Since the early 1990s there have been many artistic and curatorial attempts to use the Internet as a platform of producing and exhibiting art, but a lot of these were reluctant to let go of the fantasy of digital freedom. Storage Room collapses the binary opposition of real and virtual space by using online data storage as a conduit for IRL art production. The artworks here will not be available for viewing online in a 'screen' environment but only as part of a downloadable package with the intention that the exhibition could be displayed (in a physical space) by any interested party and realised as ambitiously or minimally as the downloader wishes, based on their means. The artists will therefore also supply a set of instructions for the physical installation of the work alongside the digital files. In response to this curatorial initiative, File Transfer Protocol invites seven UK based artists to produce digital art for a physical environment, addressing the intersection between the virtual and the material. The files range from sound, video, digital prints and net art, blueprints for an action to take place, something to be made, a conceptual text piece, etc. About the works and artists: Polly Fibre is the pseudonym of London-based artist Christine Ellison. Ellison creates live music using domestic devices such as sewing machines, irons and slide projectors. Her costumes and stage sets propose a physical manifestation of the virtual space that is created inside software like Photoshop. For this exhibition, Polly Fibre invites the audience to create a musical composition using a pair of amplified scissors and a turntable. http://www.pollyfibre.com John Russell, a founding member of 1990s art group Bank, is an artist, curator and writer who explores in his work the contemporary political conditions of the work of art. In his digital print, Russell collages together visual representations of abstract philosophical ideas and transforms them into a post apocalyptic landscape that is complex and banal at the same time. www.john-russell.org The work of Bristol based artist Jem Nobel opens up a dialogue between the contemporary and the legacy of 20th century conceptual art around questions of collectivism and participation, authorship and individualism. His print SPACE concretizes the representation of the most common piece of Unicode: the vacant space between words. In this way, the gap itself turns from invisible cipher to sign. www.jemnoble.com Annabel Frearson is rewriting Mary Shelley's Frankenstein using all and only the words from the original text. Frankenstein 2, or the Monster of Main Stream, is read in parts by different performers, embodying the psychotic character of the protagonist, a mongrel hybrid of used language. www.annabelfrearson.com Darren Banks uses fragments of effect laden Holywood films to create an impossible space. The fictitious parts don't add up to a convincing material reality, leaving the viewer with a failed amalgamation of simulations of sophisticated technologies. www.darrenbanks.co.uk FIELDCLUB is collaboration between artist Paul Chaney and researcher Kenna Hernly. Chaney and Hernly developed together a project that critically examines various proposals for the management of sustainable ecological systems. Their FIELDMACHINE invites the public to design an ideal agricultural field. By playing with different types of crops that are found in the south west of England, it is possible for the user, for example, to create a balanced, but protein poor, diet or to simply decide to 'get rid' of half the population. The meeting point of the Platonic field and it physical consequences, generates a geometric abstraction that investigates the relationship between modernist utopianism and contemporary actuality. www.fieldclub.co.uk Pil and Galia Kollectiv, who have also curated the exhibition are London-based artists and run the xero, kline & coma gallery. Here they present a dialogue between two computers. The conversation opens with a simple text book problem in business studies. But gradually the language, mimicking the application of game theory in the business sector, becomes more abstract. The two interlocutors become adversaries trapped forever in a competition without winners. www.kollectiv.co.uk

Semiotic interoperability- a critical step towards systems integration

Information systems integration becomes critical in enhancing organisational competitiveness through effective use of information resource provided by the whole host of information systems. Information systems integration in its nature is a process of bringing about the capability of communication and information exchange between systems; while interoperability, often as the result of systems integration, is such a capability. However currently there is a lack of theoretical foundation for representation and measure of the interoperability in organisations. Organisational semiotics provides a theoretical foundation for systems interoperability. A notion of ‘semiotic interoperability’ is proposed in this paper as a paradigm, guiding systems integration and measuring degree of interoperability, covering aspects from physical properties, transmission structure of signs, placing emphasis on communicating meaning, intention to social consequence of information.

An approach to develop flexible systems with organizational-interoperability requirements

Flexibility of information systems (IS) have been studied to improve the adaption in support of the business agility as the set of capabilities to compete more effectively and adapt to rapid changes in market conditions (Glossary of business agility terms, 2003). However, most of work on IS flexibility has been limited to systems architecture, ignoring the analysis of interoperability as a part of flexibility from the requirements. This paper reports a PhD project, which proposes an approach to develop IS with flexibility features, considering some challenges of flexibility in small and medium enterprises (SMEs) such as the lack of interoperability and the agility of their business. The motivation of this research are the high prices of IS in developing countries and the usefulness of organizational semiotics to support the analysis of requirements for IS. (Liu, 2005).

A semiotic approach to critical reasoning

Information can be interpreted as in-formation, which refers to the potential of the form for a mediation of meaning. In this paper we focus on reasoning information and consider the question how form involved in reasoning can be used for an analysis of accounting narratives in corporate disclosures. An evaluation of experimental results is included.

Kunskapsöverföring- att leda rätt : Ledarens roll vid kunskapsöverföring i en organisation

I en rapport som Svensk Näringsliv (2010) har utfört beskriver de att företag redan idag och inom en snar framtid står inför den största pensionsavgången någonsin i Svensk historia. 40- talisternas avgång ställer företag inför stora utmaningarna, framförallt att lyckas genomföra en lyckad generationsväxling. De personer som går i pension har under sitt yrkesverksamma liv utvecklat en kunskap som många organisationer vilar på. En stor del av denna kunskap måste överföras för att organisationerna ska kunna fortsätta att vara effektiva på marknaden. Syftet med denna studie var att få en djupare förståelse för ledarskapets betydelse gällande kunskapsöverföring i en organisation, samt bidra med praktiska verktyg till chefer och medarbetare för att undvika att förlora värdefull kunskap vid en generationsväxling. Industriföretaget LEAX har själva identifierat ett problem i att överföra viktig kunskap i och med kommande generationsväxling. Deras önskan var att få hjälp med praktiska verktyg för hur de ska tänka och verka för att mildra kunskapsglappet som kan uppstå. För att undersöka detta och därmed uppfylla denna studies syfte har intervjuer genomförts med fyra produktionsledare, fyra medarbetare som förväntas dela kunskap och tre medarbetare som förväntas ta till sig kunskap. Innan intervjuerna genomfördes läste vi in oss på teori om kunskap, kunskapsöverföring och ledarskap. Eftersom begreppet kunskap har en bred betydelse och kan definieras olika beroende om den är individuell eller organisatorisk, började vi i vårt teoriavsnitt att bena ut detta begrepp. Nonaka och Takeuchi (1995) gör en förenklad bild av kunskap som ett isberg, där den explicita kunskapen benämns som toppen. Väl synlig över ytan på vattnet är den enkel att upptäcka och ta till sig. Under vattnet döljer sig en osynlig kunskap som är svår att upptäcka, så kallas implicit eller tyst kunskap. Denna kunskap utgör en enorm del av isberget och blir därmed viktig att bevara. Dock är denna kunskap svår att överföra då den är osynlig och svår att ta på. För att förstå vad kunskapsöverföring innebär, behöver organisationer identifiera vilken sorts kunskap som behöver överföras för att kunskapsöverföringen ska bli lyckad (Jonsson, 2012). Men även fast organisationer gör detta måste även ledningen förstå att kunskapsöverföring är en strategisk angelägenhet som kan ses som en process som involverar medarbetare. I denna studie har vi undersökt hur ledare kan skapa motivation, engagemang och resurser för medarbetare att vilja medverka och bidra till kunskapsöverföring. För att försöka förstå hur kunskap överförs i en organisation har vi använt oss av Nonaka och Takeuchi, (1995) SECI-modell. Modellen bygger på samspelet mellan den tysta och explicita kunskapen, vilket sker i fyra processer. Dessa processer har vi sedan utvecklat till en egen modell som inkluderar institutionella, organisatoriska och kognitiva faktorer. Utifrån dessa faktorer har vi skapat praktiska förslag på hur ledare tillsammans med medarbetarna kan planera kunskapsöverföring. Dessa praktiska förslag gynnar både individuell- och organisatorisk utveckling, samt bidrar till att mildra kunskapsförlust vid generationsväxlingen. Ett av de praktiska exempel vi utformat är en kompetensprofil, som är ett hjälpmedel för organisationer att identifiera vilken kunskap som medarbetarna besitter, vilket synliggör vilken kunskap det är som kan gå förlorad. Kompetensprofilen tillsammans med vår modell kan appliceras på liknande företag, men även på organisationer som verkar inom andra branscher. Eftersom denna kompetensprofil är utvecklad efter de krav som finns inom aktuell verksamhet, finns det möjlighet att anpassa efter andra verksamheter.

Gestão do conhecimento: uma comparação entre empresas brasileiras e Norte-Americanas

Continuando a Pesquisa realizada em 1999, a presente pesquisa examinou os conceitos e tecnologias envolvidas na Gestão de Conhecimento no contexto nacional e comparou-os com os conceitos e tecnologias que tem norteado as empresas norte-americanas. Para tanto, utilizamos o Survey como metodologia de pesquisa.

Mapas de Conhecimento: Em Busca de um Instrumento de Aplicação nas Organizações para Operacionalização da Gestão do Conhecimento

The present work consists on the development and exploration of a knowledge mapping model. It is aimed in presenting and testing that model in an exploratory manner for the operationalization in theoretical terms and its practical application. For this proposal, it approaches ¿knowledge management¿ by three dimensions of management: processes control, results control and leadership. Assuming the inherently personal character of knowledge and admitting the impossibility for the management to command the individuals knowledge mental processes, this study states the possibility for management to control the organizations information processes, to state and to monitor the objectives and to lead people. Therefore, the developed tool searches to graphically represent the people¿s knowledge, which becomes, consequently, information. Also it evaluates the individual¿s maturity against the identified knowledge and prescribes, according to the Situational Leadership Theory, a style of leadership in compliance with the respective maturities. The knowledge map considered here translates the graphical representation of the relevant knowledge that is said to reach the objectives of the organization. That fact allows the results management for two reasons: first, the knowledge items are directly or indirectly connected to an objective and second, the knowledge map developed indicates a importance grade of the identified knowledge for the main objective stated. The research strategy adopted to explore the model of knowledge mapping and to test its applicability, also identifying its possible contributions and limitations, is the Actionresearch. Following the research strategy¿s prescribed stages, the knowledge map, as considered by this study, was applied in a software development company to hospitals, clinics and restaurants management which is called ¿Tergus Systems and Consulting¿. More precisely, the knowledge map was applied in the customer support company¿s area for hospitals. The research¿s empirical evidences had concluded that the model is applicable with low level of complexity, but with great demand of time. The more important contributions are related to the identification of the relevant knowledge to the department objectives in set with a prescription of the knowledge capture and transference necessities, as well as, the orientation for the appropriate leadership style for each subordinate related to the knowledge item in question.

Universidades corporativas: transformando as estruturas de treinamento e desenvolvimento das organizações no Brasil

This work analyses the application of the so-called corporative university model in business enterprises in Brazil. What are the impacts observed in the training and development structures in companies that adopt learning systems defined within the corporative university? It aims to offer an analytical basis to those interested in the educational tendency of knowledge management as a strategy for a sustained competitive edge in business nowadays.

Efeitos da flexibilização das relações de trabalho na qualidade de vida no trabalho : o caso da região metropolitana de Curitiba

A acirrada competição econômica e a profunda revolução tecnológica impõem às organizações contemporâneas mudanças significativas na organização da produção. Nesse contexto configuram-se algumas contradições. Por um lado exalta-se a importância da participação do trabalhador como fator decisivo na construção de vantagens competitivas, uma vez que o sucesso da organização tem como um dos principais requisitos a implantação de modelos de funcionamento que contemplem atividades geradoras de conhecimento novo, disseminem-no amplamente a toda organização e, rapidamente, incorporem-no a novas tecnologias e produtos. Por outro lado, também na busca de maiores graus de competitividade, práticas de flexibilização das relações de trabalho vêm sendo adotadas como forma de diminuição dos custos de produção, através da redução das formas de proteção da relação de trabalho. No Brasil, a ação flexibilizante já vem ocorrendo desde 1965 e encontra-se hoje em tramitação no Congresso Nacional o Projeto de Lei 5483/2001 que, alterando o art. 618 da Consolidação das Leis do Trabalho, pretende a prevalência do negociado sobre o legislado. Neste sentido, o objetivo da pesquisa é verificar os efeitos da flexibilização das relações de trabalho na qualidade de vida no trabalho, no que se refere, especificamente, à gestão do conhecimento e às necessidades sociais do trabalhador quanto aos seus benefícios diretos e espontâneos. Configura-se como um estudo de campo com foco nas organizações, a partir dos representantes da área de gestão de pessoas e nos trabalhadores das indústrias, com mais de quinhentos funcionários, instaladas na Região Metropolitana de Curitiba. O método utilizado para tratamento dos dados possibilita mensuração de variáveis qualitativas e o estabelecimento da comparabilidade entre os trabalhadores sujeitos às práticas de flexibilização e os demais trabalhadores. Os dados coletados por meio de questionários revelaram que a flexibilização das relações de trabalho faz parte integrante do novo perfil das organizações e que há hoje uma tendência de implemento com a abertura legal. Os efeitos causados por essa ação sobre a qualidade de vida no trabalho revelam-se predatórios, na medida em que os trabalhadores com contratos de trabalho flexibilizados encontram-se em posição de desvantagem no acesso à aprendizagem dentro das organizações e, também, na satisfação de suas necessidades sociais. Na análise comparativa entre as duas categorias de trabalhadores, foi possível verificar diferenças significativas no que diz respeito aos indicadores de participação no processo produtivo através da freqüência média de soluções apresentadas e incorporadas, da participação nos processos de aquisição do conhecimento, no acesso a benefícios diretos e espontâneos e na satisfação com o ambiente de trabalho. Essas constatações permitem concluir que as organizações, quando na busca de maior competitividade, incorrem em equívocos à medida em que desconsideram a qualidade de vida no trabalho, especificamente no que diz respeito à gestão do conhecimento e à satisfação das necessidades sociais como fatores maximizantes do desenvolvimento econômico e de incremento da produção.

Fábrica de software: até que ponto fordista?

Due to the crisis over rigid automation that occurred around 1960, management models essentially fordist, have gradually become more flexible. The software factories, however, that emerged in the nineties manufacturing the most advanced technological products, adopted eminently fordist controls and seem to be going contrary to the evolutionary cycle that organizations tend to follow. The alternation between rigid and flexible management models of these software factories, observed under continuum fordism (0) ______ (1) post-fordism, as well as the limitations of the metaphor that emerges given the nature of the software they manufacture, constitutes the object of the study.

Medindo valor em comunidades de prática: caso multicurso

Communities of Practice are groups of people who share a concern, problem or passion about a topic, and who deepen their knowledge and expertise by interacting regularly. It¿s use as a tool for planning and implementation of programs for continuous training of teachers in Brazil is not widespread, but used occasionally. This dissertation seeks to demonstrate the use of the communities of practice theory in continuous teachers training in the Brazilian reality. It presents some models of continuous formation currently in process in Brazil, points to the principles of knowledge management taken by this work, presents the communities of practice theory and the criticism of this in its theoretical part. For the case study was used the methodology described by Robert Yin (2005) of single case study to examine the Multicurso, program to continuously train math teachers in the state of Goiás, Brazil. The community of practice formed in this program was examined on its form, as to the cultivation of communities of practice, as to the development and about the challenges of geographical distribution. Going beyond, this work has as its main objective to propose a methodology for measuring the value of communities of practice from the case studied, without the intention to make generalizations about the measurement of value in projects of various kinds. The model proposed indicators separated into two categories, the outcome and impact, to facilitate the measurement of value and prevent that communities of practice are to be criticized or super estimated by assignment of value to those without the unequivocal proof of unique causality at the same time it searchs to attest that the contribution of communities of practice in improvements in the systems in which the CoP are in.