Communication Technology and New Media Commons^™

Mobicloud - Making Clouds Reachable: A Toolkit For Easy And Efficient Development Of Customized Cloud Mobile Hybrid Applications, Ashwin Manjunatha, Ajith Harshana Ranabahu, Amit P. Sheth, Krishnaprasad Thirunarayan

Kno.e.sis Publications

The advancements in computing have resulted in a boom of cheap, ubiquitous, connected mobile devices, as well as seemingly unlimited, utility style, pay as you go computing resources, commonly referred to as Cloud computing. However, taking full advantage of this mobile and cloud computing landscape, especially for the data intensive domains, has been hampered by the many heterogeneities that exist in the mobile space, as well as the Cloud space. Our research attempts to exploit the capabilities of the mobile and cloud landscape by introducing MobiCloud, an online toolkit to efficiently develop Cloud-mobile hybrid (CMH) applications. We define a CMH …

Media And The Non Profit World: A Case-Study On Wwf-Malaysia's Use Of Media Tools To Champion Advocacy, Anita Devasahayam

Social Space

As issues and campaigns for various causes in the non-profit space have begun to proliferate across Asia, the struggle to remain relevant and gain critical attention is growing. Author Anita Devasahayam discusses how the Malaysian chapter of the World Wide Fund for Nature tackled the challenge by devising new media strategies and advocacy campaigns to remain relevant in an increasingly connected and cause-conscious world.

Space Age Love Song: The Mix Tape In A Digital Universe, Megan M. Carpenter

Law Faculty Scholarship

Music sharing is one of the most controversial topics in copyright law. And mix tapes have been the classic, iconic form of music sharing for the last 30 years. Even in the face of technological development so rapid and far-reaching as to remove the literal “tape” from “mix tape,” there are nonetheless modern incarnations that crop up on a regular basis, from mix CDs to mix-sharing websites. Social norms permit and even encourage the creation of these modern mix tapes for such diverse reasons as wedding favors and birthday gifts.

If copyright law is meant to promote creativity and proscribe …

Social Media Perceptions And Usage By Generation Y And Relevant Marketing Implications, Irene J. Dickey, William F. Lewis

Management and Marketing Faculty Publications

One of the most common ways in which Internet users connect and network with each other is through "social media." Social media is the content that is provided and maintained by the user on a website. It is clear that social media such as Facebook and LinkedIn are becoming increasingly pervasive in the lives of students, professionals and consumers. A literature review, as well as the results from our survey, reveals that not only have social networks evolved rapidly during the last few years, but so too have consumers’ behaviors. Subsequently, marketing strategies and tactics, and the potential for practitioners …

From Ict To Tci : Communicative Theology(Ies), Pedagogy And Web 2.0, Mary E. Hess

Faculty Publications

No abstract provided.

Nominal Schemas For Integrating Rules And Ontologies, Frederick Maier, Adila A. Krisnadhi, Pascal Hitzler

Computer Science and Engineering Faculty Publications

We propose a description-logic style extension of OWL DL, which includes DL-safe variable SWRL and seamlessly integrates datalog rules. Our language also sports a tractable fragment, which we call ELP 2, covering OWL EL, OWL RL, most of OWL QL, and variable restricted datalog.

Scale: A Scalable Framework For Efficiently Clustering Transactional Data, Hua Yan, Keke Chen, Ling Liu, Zhang Yi

Kno.e.sis Publications

This paper presents SCALE, a fully automated transactional clustering framework. The SCALE design highlights three unique features. First, we introduce the concept of Weighted Coverage Density as a categorical similarity measure for efficient clustering of transactional datasets. The concept of weighted coverage density is intuitive and it allows the weight of each item in a cluster to be changed dynamically according to the occurrences of items. Second, we develop the weighted coverage density measure based clustering algorithm, a fast, memory-efficient, and scalable clustering algorithm for analyzing transactional data. Third, we introduce two clustering validation metrics and show that these domain …

From Questions To Effective Answers: On The Utility Of Knowledge-Driven Querying Systems For Life Sciences Data, Amir H. Asiaee, Prashant Doshi, Todd Minning, Satya S. Sahoo, Priti Parikh, Amit P. Sheth, Rick L. Tarleton

Kno.e.sis Publications

We compare two distinct approaches for querying data in the context of the life sciences. The first approach utilizes conventional databases to store the data and intuitive form-based interfaces to facilitate easy querying of the data. These interfaces could be seen as implementing a set of 'pre-canned' queries commonly used by the life science researchers that we study. The second approach is based on semantic Web technologies and is knowledge (model) driven. It utilizes a large OWL ontology and same datasets as before but associated as RDF instances of the ontology concepts. An intuitive interface is provided that allows the …

Sensor Discovery On Linked Data, Josh Pschorr, Cory Andrew Henson, Harshal Kamlesh Patni, Amit P. Sheth

Kno.e.sis Publications

There has been a drive recently to make sensor data accessible on the Web. However, because of the vast number of sensors collecting data about our environment, finding relevant sensors on the Web is a non-trivial challenge. In this paper, we present an approach to discovering sensors through a standard service interface over Linked Data. This is accomplished with a semantic sensor network middleware that includes a sensor registry on Linked Data and a sensor discovery service that extends the OGC Sensor Web Enablement. With this approach, we are able to access and discover sensors that are positioned near named-locations …

Sensor Data And Perception: Can Sensors Play 20 Questions, Cory Andrew Henson

Kno.e.sis Publications

Currently, there are many sensors collecting information about our environment, leading to an overwhelming number of observations that must be analyzed and explained in order to achieve situation awareness. As perceptual beings, we are also constantly inundated with sensory data, yet we are able to make sense of our environment with relative ease. Why is the task of perception so easy for us, and so hard for machines; and could this have anything to do with how we play the game 20 Questions?

A Qualitative Examination Of Topical Tweet And Retweet Practices, Meenakshi Nagarajan, Hemant Purohit, Amit P. Sheth

Kno.e.sis Publications

This work contributes to the study of retweet behavior on Twitter surrounding real-world events. We analyze over a million tweets pertaining to three events, present general tweet properties in such topical datasets and qualitatively analyze the properties of the retweet behavior surrounding the most tweeted/viral content pieces. Findings include a clear relationship between sparse/dense retweet patterns and the content and type of a tweet itself; suggesting the need to study content properties in link-based diffusion models.

Momma’S Memories And The New Equality, Vershawn Ashanti Young

Writing, Rhetoric, and Digital Studies Faculty Publications

No abstract provided.

A Political Economy Of Formatted Pleasures, Edward Brennan

Books/Book chapters

This chapter argues that, by promoting audience pleasures based in the pursuit of individual and materialistic goals, most television formats are consonant with a dominant orthodoxy which sees markets as the only way to organise society . This elective affinity between format pleasures and free market ideology, however, does not come about through deliberate design. Rather it is an unintended consequence of television production’s response to economic and practical necessity. In their form, content and production practices formats are pre-adapted to the demands of a globalised media market place. This commercial logic has given formats a peculiar signature in terms …

Stupider And Worse?, Nick Smith

The University Dialogue

No abstract provided.

Provenance Aware Linked Sensor Data, Harshal Kamlesh Patni, Satya S. Sahoo, Cory Andrew Henson, Amit P. Sheth

Kno.e.sis Publications

Provenance, from the French word “provenir”, describes the lineage or history of a data entity. Provenance is critical information in the sensors domain to identify a sensor and analyze the observation data over time and geographical space. In this paper, we present a framework to model and query the provenance information associated with the sensor data exposed as part of the Web of Data using the Linked Open Data conventions. This is accomplished by developing an ontology-driven provenance management infrastructure that includes a representation model and query infrastructure. This provenance infrastructure, called Sensor Provenance Management System (PMS), is …

Getting Code Near The Data: A Study Of Generating Customized Data Intensive Scientific Workflows With Domain Specific Language, Ashwin Manjunatha, Ajith Harshana Ranabahu, Paul E. Anderson, Amit P. Sheth

Kno.e.sis Publications

The amount of data produced in modern biological experiments such as Nuclear Magnetic Resonance (NMR) analysis far exceeds the processing capability of a single machine. The present state-of-the-art is taking the ”data to code”, the philosophy followed by many of the current service oriented workflow systems. However this is not feasible in some cases such as NMR data analysis, primarily due to the large scale of data.

The objective of this research is to bring ”code to data”, preferred in the cases when the data is extremely large. We present a DSL based approach to develop customized data intensive scientific …

Loqus: Linked Open Data Sparql Querying System, Prateek Jain, Kunal Verma, Peter Z. Yeh, Pascal Hitzler, Amit P. Sheth

Kno.e.sis Publications

The LOD cloud is gathering a lot of momentum, with the number of contributors growing manifold. Many prominent data providers have submitted and linked their data to other dataset with the help of manual mappings. The potential of the LOD cloud is enormous ranging from challenging AI issues such as open domain question answering to automated knowledge discovery. We believe that there is not enough technology support available to effectively query the LOD cloud. To this effect, we present a system called Linked Open Data SPARQL Querying System (LOQUS), which automatically maps users queries written in terms of a conceptual …

Computing For The Human Experience: Semantics-Empowered Sensors, Services, And Social Computing On The Ubiquitous Web, Amit P. Sheth

Kno.e.sis Publications

People are on the verge of an era in which the human experience can be enriched in ways they couldn't have imagined two decades ago. Rather than depending on a single technology, people progressed with several whose semantics-empowered convergence and integration will enable us to capture, understand, and reapply human knowledge and intellect. Such capabilities will consequently elevate our technological ability to deal with the abstractions, concepts, and actions that characterize human experiences. This will herald computing for human experience (CHE). The CHE vision is built on a suite of technologies that serves, assists, and cooperates with humans to nondestructively …

Provenance Context Entity (Pace): Scalable Provenance Tracking For Scientific Rdf Data, Satya S. Sahoo, Olivier Bodenreider, Pascal Hitzler, Amit P. Sheth, Krishnaprasad Thirunarayan

Kno.e.sis Publications

The Resource Description Framework (RDF) format is being used by a large number of scientific applications to store and disseminate their datasets. The provenance information, describing the source or lineage of the datasets, is playing an increasingly significant role in ensuring data quality, computing trust value of the datasets, and ranking query results. Current provenance tracking approaches using the RDF reification vocabulary suffer from a number of known issues, including lack of formal semantics, use of blank nodes, and application-dependent interpretation of reified RDF triples. In this paper, we introduce a new approach called Provenance Context Entity (PaCE) that uses …

A Study In Hadoop Streaming With Matlab For Nmr Data Processing, Kalpa Gunaratna, Paul E. Anderson, Ajith Harshana Ranabahu, Amit P. Sheth

Kno.e.sis Publications

Applying Cloud computing techniques for analyzing large data sets has shown promise in many data-driven scientific applications. Our approach presented here is to use Cloud computing for Nuclear Magnetic Resonance (NMR)data analysis which normally consists of large amounts of data. Biologists often use third party or commercial software for ease of use. Enabling the capability to use this kind of software in a Cloud will be highly advantageous in many ways. Scripting languages especially designed for clouds may not have the flexibility biologists need for their purposes. Although this is true, they are familiar with special software packages that allow …

The Opppositional Framing Of Bloggers, Stephen D. Cooper

Communications Faculty Research

As a new feature of the media system, the blogosphere is an extremely interesting subject for scholarly inquiry. One might spend research time along a variety of lines: why people blog, why people read blog content, the relationship of the blogosphere to the established media outlets, the who/what/when of blog content production and consumption, the subject matter of blog posts, the effects of exposure to blog content, the potential for and limitations on interactions, and so on, for quite a long list. Given that the blogosphere is a recent addition to the media mix, and itself a (presumably) unintended consequence …

Twitris 2.0 : Semantically Empowered System For Understanding Perceptions From Social Data, Ashutosh Sopan Jadhav, Hemant Purohit, Pavan Kapanipathi, Pramod Anantharam, Ajith H. Ranabahu, Vinh Nguyen, Pablo N. Mendes, Alan Gary Smith, Michael Cooney, Amit P. Sheth

Kno.e.sis Publications

We present Twitris 2.0, a Semantic Web application that facilitates understanding of social perceptions by Semantics-based processing of massive amounts of event-centric data. Twitris 2.0 addresses challenges in large scale processing of social data, preserving spatio-temporal-thematic properties. Twitris 2.0 also covers context based semantic integration of multiple Web resources and expose semantically enriched social data to the public domain. Semantic Web technologies enable the systematic integration and analysis abilities.

Power Of Clouds In Your Pocket: An Efficient Approach For Cloud Mobile Hybrid Application Development, Ashwin Manjunatha, Ajith Harshana Ranabahu, Amit P. Sheth, Krishnaprasad Thirunarayan

Kno.e.sis Publications

The advancements in computing have resulted in a boom of cheap, ubiquitous, connected mobile devices as well as seemingly unlimited, utility style, pay as you go computing resources, commonly referred to as Cloud computing. However, taking full advantage of this mobile and cloud computing landscape, especially for the data intensive domains has been hampered by the many heterogeneities that exist in the mobile space as well as the Cloud space. Our research focuses on exploiting the capabilities of the mobile and cloud landscape by defining a new class of applications called cloud mobile hybrid (CMH) applications and a Domain Specific …

Semantic Web – Interoperability, Usability, Applicability, Pascal Hitzler, Krzysztof Janowicz

Computer Science and Engineering Faculty Publications

No abstract provided.

Approximate Instance Retrieval On Ontologies, Tuvshintur Tserendorj, Stephan Grimm, Pascal Hitzler

Computer Science and Engineering Faculty Publications

With the development of more expressive description logics (DLs) for the Web Ontology Language OWL the question arises how we can properly deal with the high computational complexity for efficient reasoning. In application cases that require scalable reasoning with expressive ontologies, non-standard reasoning solutions such as approximate reasoning are necessary to tackle the intractability of reasoning in expressive DLs. In this paper, we are concerned with the approximation of the reasoning task of instance retrieval on DL knowledge bases, trading correctness of retrieval results for gain of speed. We introduce our notion of an approximate concept extension and we provide …

Sense Of Community And Political Mobilization In Virtual Communities: The Role Of Dispositional And Situational Variables, Kevin Y. Wang

Scholarship and Professional Work - Communication

This paper explores the psychological processes that connect virtual communities to political behavior. Drawing on previous findings in political psychology, I argue that the psychological sense of community may be an important mechanism that dictates people’s behavioral responses toward incoming information or mobilization pressure in the online environment. I then discuss the role of different dispositional and situational variables in: a) contributing to the formation of sense of community in the virtual world, and b) serving as potential moderators to influence the strength of virtual sense of community and its subsequent impact on individuals’ political behavior. Finally, I consider the …

Legal And Ethical Issues Associated With Employee Use Of Social Networks, Gundars Kaupins, Susan Park

Management Faculty Publications and Presentations

Social networking sites such as Facebook and Twitter can help employees enhance a company’s marketing, recruiting, security, and safety. However, employee’s use of social networking sites and employers’ access of those sites can result in illegal and unethical behavior, such as discrimination and privacy invasions. Companies must gauge whether and how to rely upon employees’ use of personal social networking sites and how much freedom employees should have in using networks inside and outside of the companies. This research summarizes the latest legal and ethical issues regarding employee use of social networks and provides recommended corporate policies.

Semantics Centric Solutions For Application And Data Portability In Cloud Computing, Ajith Harshana Ranabahu, Amit P. Sheth

Kno.e.sis Publications

Cloud computing has become one of the key considerations both in academia and industry. Cheap, seemingly unlimited computing resources that can be allocated almost instantaneously and pay-as-you-go pricing schemes are some of the reasons for the success of Cloud computing. The Cloud computing landscape, however, is plagued by many issues hindering adoption. One such issue is vendor lock-in, forcing the Cloud users to adhere to one service provider in terms of data and application logic. Semantic Web has been an important research area that has seen significant attention from both academic and industrial researchers. One key property of Semantic Web …

Google Analytics: Analyzing The Latest Wave Of Legal Concerns For Google In The U.S. And The E.U., 7 Buff. Intell. Prop. L.J. 135 (2010), Raizel Liebler, Keidra Chaney

UIC Law Open Access Faculty Scholarship

The next wave of concern regarding Google involves web analytics. Web analytics is the measurement, collection, analysis, and reporting of Internet data for the purposes of understanding and optimizing web usage. The concerns of web analytics use touches on issues of online user privacy, government use of personal information, and information on website user activity. While Google Analytics is not the sole web analytics product on the market, it is widely used by corporate, non-profit, and government organizations. The product has been reported to have a 59% market share among web analytics vendors in a 2008 study.

Web analytics technology …

The Evolution (Revolution) Of Social Media And Social Networking As A Necessary Topic In The Marketing Curriculum: A Case For Integrating Social Media Into Marketing Classes, Irene J. Dickey, William F. Lewis

Management and Marketing Faculty Publications

This research first examines social media and social networks as a social phenomenon and its influence on marketing practice. Survey data and an extensive literature review reveal that not only have social networks evolved rapidly during the last few years, but so have social media, consumer behaviors, and subsequently, social media marketing tactics, which are increasingly being integrated into marketing programs. The authors explore the question of whether more time should be devoted to these topics and whether they should be incorporated into the marketing curriculum. This research provides important information, insights and recommendations for incorporating the topic of social …