E-Business and E-Commerce include, besides other influencing domains, rapid changes to economic and social processes. For this reason, the research area pursues taking an encompassing view at such processes reaching from analyzing enterprises and their respective processes to evaluating the entire market, as well as is active in creating ideas and solutions for meeting the demands of the respective stakeholders.
Overall, the electronic commerce research area performs research and creates solutions in the Business-2-Business (B2B) and Business-2-Consumer (B2C) domains. In the B2B domain, the group focuses on (i) business (process) modeling and definition and consequently the specification and implementation of e-business systems while considering and contributing to semantic web research and service-oriented architectures, (ii) ontology engineering and information integration, (iii) "Web Science" focusing on network analysis and content as well as text mining. In the B2C domain, the group performs research targeting (i) visual interaction paradigms as well as (ii) mobile applications. Thereby, our group focuses especially on the development and application of our research in the area of e-tourism and its mobile applications.
Data Intelligence refers to the intelligent interaction with data in a rich, semantically meaningful ways, where data are used to learn and to obtain knowledge (in a pragmatic sense). In this context one may distinguish between a data and an interaction layer. At the data layer, methods come from online analytics, data mining, and machine learning. At the intelligent interaction layer, the focus is on recommender systems and information retrieval. Beyond the basic research on the foundations of these approaches, emphasis is also put on the adaptation of these approaches to specific domains, as well as evaluation methodologies (both empirical and user-centred). Domains in which we have done research include: Intellectual Property, technical & scientific publications, health & medicine, and enterprise social networks.
High Performance Computing (HPC) Systems possess high level of computing performance compared to a general-purpose computer. Nowadays virtualized HPC systems are used to address balancing issue between overall system performance and energy efficiency. We conduct research in the area of energy efficient HPC system by developing speculative methodologies and techniques to allocate resources in an energy efficient way, but at the same time meet requirements of the end users, like the certain latency of the applications. We strive to develop generic methods and methodologies but we let our research be inspired by a set of real world applications from different domains like life sciences (e.g., DNA sequencing) or social media applications.
About us ...
News
Interview with Prof. Werthner on the radio!
Prof. Werthner was interviewed on Tuesday, 27 March 2018 for the radio show Mahlzeit on ORF Radio Burgenland. Click here to listen to the full interview to hear Prof. Werthner talk about E-Commerce, Innovation and Spaghetti aglio e olio.
submitted by Stephanie Wogowitsch on Wed, 03/28/2018 - 17:11EC group members receive JITT Article of the Year Award
The paper "Predicting happiness: user interactions and sentiment analysis in an online travel forum” by Julia Neidhardt, Nataliia Rümmele and Hannes Werthner, which was published in the Journal of Information Technology & Tourism (JITT) in March 2017, received the JITT Article of the Year Award. The inaugural award is sponsored by the International Federation for IT and Travel & Tourism (IFITT) and was given to Julia Neidhardt at the ENTER 2018 conference (see picture).
submitted by Stephanie Wogowitsch on Mon, 01/29/2018 - 13:49ENTER 2018 conference in Jönköping, Sweden
This year’s ENTER conference - the most important international conference in IT and tourism - took place in Jönköping, Sweden from January 24 to January 26, 2018. Two papers on picture-based travel recommender systems were presented by EC group members: “Automated Assignment of Hotel Descriptions to Travel Behavioural Patterns” by Lisa Glatzer, Julia Neidhardt and Hannes Werthner and “Mapping of Tourism Destinations to Travel Behavioural Patterns” by Mete Sertkan, Julia Neidhardt and Hannes Werthner (on the picture together with Prof. Wolfram Höpken who was chairing the session).
submitted by Stephanie Wogowitsch on Thu, 01/25/2018 - 12:25New Professor in the EC-Group: Prof. Allan Hanbury
We are happy to welcome a new professor in our group: Allan Hanbury has been appointed as professor for Data Intelligence and is now a member of the EC group. For details, please follow this link (German only): News at TU Wien
submitted by Stephanie Wogowitsch on Wed, 01/24/2018 - 15:08Open position for Master student at EC group (20 hours per week)
There is an open position in the EC group within the research project GraDAna. We encourage master students who are interested to send their applications to Prof. Brandic. Please find the job ad with further details attached to this post.
submitted by Stephanie Wogowitsch on Tue, 09/05/2017 - 14:34EC group at RecSys17 Summer School and RecSys17 Conference
The EC group is strongly represented at the ACM Summer School on Recommender Systems, the pre-program to this year’s RecSys Conference from 21-25 August in Bolzano, Italy, with Julia Neidhardt, Amra Delic, Carine Mukamakuza, Mubashra Akhtar and Taghrid Elashkr attending.
Deadline extended: CALL FOR PAPERS: Special Issue of JITT on Recommender Systems in Tourism
Julia Neidhardt is one of the guest editors of the Special Issue on Recommender Systems in Tourism of the Journal of Information Technology & Tourism (JITT).
Submission
Papers are required no later than May 31st, 2017.
Notification of outcome will be provided by July 15th, 2017.
Revised papers should be submitted by September 1st, 2017.
Please find the Call for Papers as PDF attachment to this news entry.
submitted by Stephanie Wogowitsch on Thu, 05/04/2017 - 15:41RecTour 2017 - Workshop on Recommenders in Tourism at ACM RecSys 2017 (co-organised by EC-Group)
The EC group co-organises the workshop RecTour 2017 that is held in conjunction with the 11th ACM Conference on Recommender Systems in Como, Italy, that takes place from August 27th to August 31st, 2017. It will be held as a one day workshop.
submitted by Stephanie Wogowitsch on Mon, 04/03/2017 - 14:36Topics for diploma thesis: Social Media-based Arrival Prediction
In order to promote a tourism destination, it is crucial to target potential travellers at the right time, i.e., when they are in an early phase of their decision making process. However, typically the tourists’ interests not only vary seasonally but also among different countries of origin. In this master thesis, online sources such as travel platforms, social media channels or blogs will be analysed to find out when travellers of different countries start planning their visit to Austria. Based on the results of this analysis a model will be developed that predicts the number of arrivals at some specific Austrian tourism destinations. Here statistical methods and machine learning techniques will be applied.
submitted by Stephanie Wogowitsch on Thu, 03/30/2017 - 03:48Interview with Julia Neidhardt at APA OTSconnect
Julia Neidhardt was interviewed at this APA OTSconnect event. The topic of the event was “Was hilft gegen Echokammer und Filterblasen?".
A summary of the interview is available at this link.
submitted by Stephanie Wogowitsch on Thu, 03/30/2017 - 03:34