PROFILING - CONCEPTS AND APPLICATIONS

Profiling is an approach to put a label or a set of labels on a subject, considering the characteristics of this subject. The New Oxford American Dictionary defines profiling as: “recording and analysis of a person’s psychological and behavioral characteristics, so as to assess or predict his/her capabilities in a certain sphere or to assist in identifying a particular subgroup of people”. This research extends this definition towards things demonstrating that many methods used for profiling of people may be applied for a different type of subjects, namely things. The goal of this research concerns proposing methods for discovery of profiles of users and things with application of Data Science methods. The profiles are utilized in vertical and 2 horizontal scenarios and concern such domains as smart grid and telecommunication (vertical scenarios), and support provided both for the needs of authorization and personalization (horizontal usage).:The thesis consists of eight chapters including an introduction and a summary. First chapter describes motivation for work that was carried out for the last 8 years together with discussion on its importance both for research and business practice. The motivation for this work is much broader and emerges also from business importance of profiling and personalization. The introduction summarizes major research directions, provides research questions, goals and supplementary objectives addressed in the thesis. Research methodology is also described, showing impact of methodological aspects on the work undertaken. Chapter 2 provides introduction to the notion of profiling. The definition of profiling is introduced. Here, also a relation of a user profile to an identity is discussed. The papers included in this chapter show not only how broadly a profile may be understood, but also how a profile may be constructed considering different data sources. Profiling methods are introduced in Chapter 3. This chapter refers to the notion of a profile developed using the BFI-44 personality test and outcomes of a survey related to color preferences of people with a specific personality. Moreover, insights into profiling of relations between people are provided, with a focus on quality of a relation emerging from contacts between two entities. Chapters from 4 to 7 present different scenarios that benefit from application of profiling methods. Chapter 4 starts with introducing the notion of a public utility company that in the thesis is discussed using examples from smart grid and telecommunication. Then, in chapter 4 follows a description of research results regarding profiling for the smart grid, focusing on a profile of a prosumer and forecasting demand and production of the electric energy in the smart grid what can be influenced e.g. by weather or profiles of appliances. Chapter 5 presents application of profiling techniques in the field of telecommunication. Besides presenting profiling methods based on telecommunication data, in particular on Call Detail Records, also scenarios and issues related to privacy and trust are addressed. Chapter 6 and Chapter 7 target at horizontal applications of profiling that may be of benefit for multiple domains. Chapter 6 concerns profiling for authentication using un-typical data sources such as Call Detail Records or data from a mobile phone describing the user behavior. Besides proposing methods, also limitations are discussed. In addition, as a side research effect a methodology for evaluation of authentication methods is proposed. Chapter 7 concerns personalization and consists of two diverse parts. Firstly, behavioral profiles to change interface and behavior of the system are proposed and applied. The performance of solutions personalizing content either locally or on the server is studied. Then, profiles of customers of shopping centers are created based on paths identified using Call Detail Records. The analysis demonstrates that the data that is collected for one purpose, may significantly influence other business scenarios. Chapter 8 summarizes the research results achieved by the author of this document. It presents contribution over state of the art as well as some insights into the future work planned

Perceptual fail: Female power, mobile technologies and images of self

Like a biological species, images of self have descended and modified throughout their journey down the ages, interweaving and recharging their viability with the necessary interjections from culture, tools and technology. Part of this journey has seen images of self also become an intrinsic function within the narratives about female power; consider Helen of Troy “a face that launched a thousand ships” (Marlowe, 1604) or Kim Kardashian (KUWTK) who heralded in the mass mediated ‘selfie’ as a social practice. The interweaving process itself sees the image oscillate between naturalized ‘icon’ and idealized ‘symbol’ of what the person looked like and/or aspired to become. These public images can confirm or constitute beauty ideals as well as influence (via imitation) behaviour and mannerisms, and as such the viewers belief in the veracity of the representative image also becomes intrinsically political manipulating the associated narratives and fostering prejudice (Dobson 2015, Korsmeyer 2004, Pollock 2003). The selfie is arguably ‘a sui generis,’ whilst it is a mediated photographic image of self, it contains its own codes of communication and decorum that fostered the formation of numerous new digital communities and influenced new media aesthetics . For example the selfie is both of nature (it is still a time based piece of documentation) and known to be perceptually untrue (filtered, modified and full of artifice). The paper will seek to demonstrate how selfie culture is infused both by considerable levels of perceptual failings that are now central to contemporary celebrity culture and its’ notion of glamour which in turn is intrinsically linked (but not solely defined) by the province of feminine desire for reinvention, transformation or “self-sexualisation” (Hall, West and McIntyre, 2012). The subject, like the Kardashians or selfies, is divisive. In conclusion this paper will explore the paradox of the perceptual failings at play within selfie culture more broadly, like ‘Reality TV’ selfies are infamously fake yet seem to provide Debord’s (1967) illusory cultural opiate whilst fulfilling a cultural longing. Questions then emerge when considering the narrative impact of these trends on engendered power structures and the traditional status of illusion and narrative fiction

Proceedings of the Second International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2015) Krakow, Poland

Proceedings of: Second International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2015). Krakow (Poland), September 10-11, 2015

Data, Debt & Daemons: Systemic Asymmetries on Spaceship Earth

Day by day, the rate at which we create new data increases exponentially. Our capacity to learn cannot keep up. We are tiny members of a vast universal network, incapable of discerning cause and effect. Instead, we develop simplified narratives, leaving ourselves misguided yet complacent. The information management trade of both physical and intellectual property has become more vital to global economies than ever, replacing physical resources and manufacturing. Through our deepening reliance on specialization, we forfeit agency over our own homes while accruing unprecedented debt. Housing costs have risen dramatically compared to wages, despite reportedly successful economies. Citizens were supposed to have the ability to participate in financial markets using their property as collateral. This seduced many into the ideologies of unregulated capitalism. However, by the 21st century, these systems had become unrecognizable mutilations of their intended designs. The momentum we have gathered in the past century has thrust us on an unsustainable trajectory we have little hope of predicting. We laid the foundation for Western economic dominance with technology, monetary policy, and globalization, but we did so using incentive structures that exacerbated wealth inequality. These systems integrate digital technology into both our physical and virtual spaces, operating on invisible planes that bypass our senses. The radical novelty of computers has entangled us in niche engineered concepts that few understand. They create a lack of accountability in Big Tech that policy-makers are ill-prepared for. We cannot ensure an equitable distribution of the leverage or stakes when we entrust brokers, politicians, traders, and captains of industry to make complex decisions for us without bearing the risks of their consequences. Our long-term welfare, including our future habitation on this planet, is not visceral enough to force effective reform. Both our physical and our digital spaces are designed, built, evaluated, and monitored on asymmetric principles, causing disasters that future generations and the least fortunate always pay for. How did we normalize this moral hazard? How can digital systems born out of frustration with modern policy combat these issues, without disrupting the benefits of a techno-utopia? How can they promote efficiency, security, and transparency in the spaces we call home

ELO2019 Programme & Books of Abstracts

ELO2019 Programme & Books of Abstracts, University College Cork, July 15-17, 201

LIPIcs, Volume 277, GIScience 2023, Complete Volume

LIPIcs, Volume 277, GIScience 2023, Complete Volum

ELO2019: Electronic Literature Organization Conference & Media Arts Festival, Programme and Book of Abstracts

The Electronic Literature Organization (ELO) is pleased to announce its 2019 Conference and Media Arts Festival, hosted by University College Cork. The conference and exhibition will be held from July 15-17, 2019, on UCC’s campus in the heart of Cork city, Ireland. The theme for ELO2019 #ELOcork is “peripheries”: delegates are invited to explore the edges of literary and digital culture, including emerging traditions, indeterminate structures and processes, fringe communities of praxis, effaced forms and genres, marginalised bodies, and perceptual failings. ELO2019 #ELOcork will mark the first time that the ELO conference has been hosted by an Irish institution: join us for this momentous gathering