Desire lines in big data : using event data for process discovery and conformance checking

Recently, the Task Force on Process Mining released the Process Mining Manifesto. The manifesto is supported by 53 organizations and 77 process mining experts contributed to it. The active contributions from end-users, tool vendors, consultants, analysts, and researchers illustrate the growing relevance of process mining as a bridge between data mining and business process modeling. This paper summarizes the manifesto and explains why process mining is a highly relevant, but also very challenging, research area. This way we hope to stimulate the broader IS (Information Systems) and KM (Knowledge Management) communities to look at process-centric knowledge discovery. This paper summarizes the manifesto and is based on a paper with the same title that appeared in the December 2011 issue of SIGKDD Explorations (Volume 13, Issue 2)

Building audiences: Aboriginal and Torres Strait Islander arts

Building Audiences examines the barriers to and the strategies for increasing audiences in the Aboriginal and Torres Strait Islander arts sector. This research investigates the attitudes, beliefs and behaviours of current and potential audiences. What is in the report? The findings reveal the key barriers facing audience attendance include: uncertainty about how to behave at cultural events and fear of offending lack of awareness with audiences not actively seeking information about Indigenous arts and outdated perceptions of the sector – that it is only perceived as ‘serious or educational’. Building Audiences also considered several strategies to build audiences for Indigenous arts: providing skills development, advice and resourcing to Indigenous practitioners within the arts sector; increasing representation of Indigenous artists in the main programing of arts companies by including more Indigenous people in decision making roles; promoting relationships between Indigenous arts and non-Indigenous companies to present their work to wider audiences; introducing children and young people to Indigenous arts through schools and extracurricular activities; allowing audiences to feel comfortable engaging by creating accessible experiences; implementing long-term strategies to change negative perceptions of Indigenous arts. The project was commissioned by the Australia Council for the Arts and funding partners include Australia Council for the Arts; Faculty of Business and Law and Institute of Koorie Education, Deakin University; Melbourne Business School, The University of Melbourne

Lexical Derivation of the PINT Taxonomy of Goals: Prominence, Inclusiveness, Negativity Prevention, and Tradition

What do people want? Few questions are more fundamental to psychological science than this. Yet, existing taxonomies disagree on both the number and content of goals. We thus adopted a lexical approach and investigated the structure of goal-relevant words from the natural English lexicon. Through an intensive rating process, 1,060 goal-relevant English words were first located. In Studies 1-2, two relatively large and diverse samples (total n = 1,026) rated their commitment to approaching or avoiding these goals. Principal component analyses yielded 4 replicable components: Prominence, Inclusiveness, Negativity prevention, and Tradition (the PINT Taxonomy). Study 3-7 (total n = 1,396) supported the 4-factor structure of an abbreviated scale and found systematic differences in their relationships with past goal-content measures, the Big 5 traits, affect, and need satisfaction. This investigation thus provides a data-driven taxonomy of higher-order goal-content and opens up a wide variety of fascinating lines for future research

Big Data and Analysis of Data Transfers for International Research Networks Using NetSage

Modern science is increasingly data-driven and collaborative in nature. Many scientific disciplines, including genomics, high-energy physics, astronomy, and atmospheric science, produce petabytes of data that must be shared with collaborators all over the world. The National Science Foundation-supported International Research Network Connection (IRNC) links have been essential to enabling this collaboration, but as data sharing has increased, so has the amount of information being collected to understand network performance. New capabilities to measure and analyze the performance of international wide-area networks are essential to ensure end-users are able to take full advantage of such infrastructure for their big data applications. NetSage is a project to develop a unified, open, privacy-aware network measurement, and visualization service to address the needs of monitoring today's high-speed international research networks. NetSage collects data on both backbone links and exchange points, which can be as much as 1Tb per month. This puts a significant strain on hardware, not only in terms storage needs to hold multi-year historical data, but also in terms of processor and memory needs to analyze the data to understand network behaviors. This paper addresses the basic NetSage architecture, its current data collection and archiving approach, and details the constraints of dealing with this big data problem of handling vast amounts of monitoring data, while providing useful, extensible visualization to end users

The Analysis of the Elements of Poetry in a Poem Sunflower by Pam Stewart

Penelitian ini bertujuan untuk menggambarkan tentang unsur-unsur intrinsik di dalam puisi yang berjudul Sunflower karangan Pam Stewart. Pengarang sengaja memakai unsur intrinsik puisi seperti unsur denotasi dan konotasi, citraan, dan juga majas sebagai daya tarik di dalam puisi ini.Unsur citraan yang dominan di dalam puisi ini adalah citra penglihatan, dan citra gerakan. Selain itu pengarang juga memakai dua buah majas yaitu simile dan personifikasi di dalam puisi ini agar pembaca dapat merasakan puisi tersebut menjadi lebih hidup. Hal yang membuat puisi ini menarik adalah pemakaian majas simile dengan bunga matahari yang ternyata memiliki sebuah sisi gelap yang disembunyikan.Hasil penelitian menunjukkan bahwa Pam Stewart sengaja memakai unsur citraan dan majas simile untuk memberikan kesan misterius dan indah pada puisi bunga matahari ini

How Propaganda Became Public Relations: Foucault and the Corporate Government of the Public

How Propaganda Became Public Relations pulls back the curtain on propaganda: how it was born, how it works, and how it has masked the bulk of its operations by rebranding itself as public relations. Cory Wimberly uses archival materials and wide variety of sources — Foucault’s work on governmentality, political economy, liberalism, mass psychology, and history — to mount a genealogical challenge to two commonplaces about propaganda. First, modern propaganda did not originate in the state and was never primarily located in the state; instead, it began and flourished as a for-profit service for businesses. Further, propaganda is not focused on public beliefs and does not operate mainly through lies and deceit; propaganda is an apparatus of government that aims to create the publics that will freely undertake the conduct its clients’ desire. Businesses have used propaganda since the early twentieth century to construct the laboring, consuming, and voting publics that they needed to secure and grow their operations. Over that time, corporations have become the most numerous and well-funded apparatuses of government in the West, operating privately and without democratic accountability. Wimberly explains why liberal strategies of resistance have failed and a new focus on creating mass subjectivity through democratic means is essential to countering propaganda. This book offers a sophisticated analysis that will be of interest to scholars and advanced students working in social and political philosophy, Continental philosophy, political communication, the history of capitalism, and the history of public relations

Desire Lines: Open Educational Collections, Memory and the Social Machine

This paper delineates the initial ideas around the development of the Co-Curate North East project. The idea of computerised machines which have a social use and impact was central to the development of the project. The project was designed with and for schools and communities as a digital platform which would collect and aggregate ‘memory’ resources and collections around local area studies and social identity. It was a co-curation process supported by museums and curators which was about the ‘meshwork’ between ‘official’ and ‘unofficial’ archives and collections and the ways in which materials generated from within the schools and community groups could themselves be re-narrated and exhibited online as part of self-organised learning experiences. This paper looks at initial ideas of social machines and the ways in machines can be used in identity and memory studies. It examines ideas of navigation and visualisation of data and concludes with some initial findings from the early stages of the project about the potential for machines and educational work

BLOOD & THUNDER CLASSICS, VOL. 2

A MAGAZINE – A game of Chutes and Ladders – a network of pools connected by streams, rivulets, creeks and rivers. Concerns: aluminum, sculpture, film, an endless image or an image-object, cork, shoulders as the center of movement, archery, wicker, nystagmus, darkness or the penumbral near-darkness, constant movement, beer, tone, musical forms, bells, gongs, The Titanic, purple, black and white, indeterminacy, Ghostface, yodeling, John Smith, John Adams, David Hammons, Beyoncé, Honda CR-V’s, Har-khebi, Ahnighito, Hermann Doomer, Prince, Yvonne Rainer, perception, double rainbows, composers from Transylvania, Los Angeles, and chandeliers. “Everything is everything.” and “A woman is the first teacher.

FogGIS: Fog Computing for Geospatial Big Data Analytics

Cloud Geographic Information Systems (GIS) has emerged as a tool for analysis, processing and transmission of geospatial data. The Fog computing is a paradigm where Fog devices help to increase throughput and reduce latency at the edge of the client. This paper developed a Fog-based framework named Fog GIS for mining analytics from geospatial data. We built a prototype using Intel Edison, an embedded microprocessor. We validated the FogGIS by doing preliminary analysis. including compression, and overlay analysis. Results showed that Fog computing hold a great promise for analysis of geospatial data. We used several open source compression techniques for reducing the transmission to the cloud.Comment: 6 pages, 4 figures, 1 table, 3rd IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics (09-11 December, 2016) Indian Institute of Technology (Banaras Hindu University) Varanasi, Indi

Acculturation and social attitudes among majority children

Contemporary research emphasises the dynamic intergroup nature of acculturation processes involving both immigrants and nationals. Using data from a sample of 372 U.S. national children (aged 6–9 years), we examine the relationship between acculturation attitudes, conceptualized as desire for cultural maintenance and desire for intergroup contact between immigrants and nationals, and attitudes towards Somali immigrants (intended behaviour, prejudice, perceived norms and intergroup anxiety). Prosocial behaviours were highest among children who simultaneously endorsed cultural maintenance and intergroup contact attitudes. These findings and their implications are discussed