FB5 Informationswissenschaften
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Context-aware information is widely available in various ways and is becoming more and more important for enhancing retrieval performance and recommendation results. The current main issue to cope with is not only recommending or retrieving the most relevant items and content, but defining them ad hoc. Other relevant issues include personalizing and adapting the information and the way it is displayed to the user's current situation and interests. Ubiquitous computing further provides new means for capturing user feedback on items and providing information.
Context-aware information is widely available in various ways and is becoming more and more important for enhancing retrieval performance and recommendation results. The current main issue to cope with is not only recommending or retrieving the most relevant items and content, but defining them ad hoc. Other relevant issues include personalizing and adapting the information and the way it is displayed to the user’s current situation and interests. Ubiquitous computing further provides new means for capturing user feedback on items and providing information.
Context-aware information is widely available in various ways and is becoming more and more important for enhancing retrieval performance and recommendation results. The current main issue to cope with is not only recommending or retrieving the most relevant items and content, but defining them ad hoc. Other relevant issues include personalizing and adapting the information and the way it is displayed to the user's current situation and interests.
The workshop on Context-awareness in Retrieval and Recommendation is a forum for research on context-awareness in information retrieval, recommender systems and human computer interaction. The fourth iteration of the workshop was organized in conjunction to the 36th European Conference on Information Retrieval in Amsterdam, The Netherlands.
The Reason Why
(2014)
Recommender Systems refer to those applications that offer contents or items to the users, based on their previous activity. These systems are broadly used in several fields and applications, being common that an user interact with several recommender systems during his daily activities. However, most of these systems are black boxes which users really don’t understand how to work. This lack of transparency often causes the distrust of the users. A suitable solution is to offer explanations to the user about why the system is offering such recommendations. This work deals with the problem of retrieving and evaluating explanations based on hybrid recommenders. These explanations are meant to improve the perceived recommendation quality from the user’s perspective. Along with recommended items, explanations are presented to the user to underline the quality of the recommendation. Hybrid recommenders should express relevance by providing reasons speaking for a recommended item. In this work we present an attribute explanation retrieval approach to provide these reasons and show how to evaluate such approaches. Therefore, we set up an online user study where users were asked to provide movie feedback. For each rated movie we additionally retrieved feedback about the reasons this movie was liked or disliked. With this data, explanation retrieval can be studied in general, but it can also be used to evaluate such explanations.
Im Land Brandenburg gibt es eine Initiative zur Verbesserung der Beteiligung kleinerer Einrichtungen des kulturellen Erbes an der digitalen Präsentation. Diese gründet sich auf vier Säulen. Die erste ist der kulturspartenübergreifende »Arbeitskreis Brandenburg. digital«, der sich strategischer und konzeptioneller Grundlagenarbeit annimmt. Fachverbände bilden die zweite Säule und entwickeln kooperative Projekte. Größere Institutionen bilden zur Umsetzung der Projekte mit ihrer Kompetenz und Infrastruktur die dritte Säule. Als vierte Säule unterstützt die »Koordinierungsstelle Brandenburg-digital« die Kooperationspartner in Fragen der Planung und Umsetzung der Projekte. Mit Fördermitteln des Ministeriums für Wissenschaft, Forschung und Kultur des Landes Brandenburg werden die Umsetzungen der Projekte und der Betrieb der Koordinierungsstelle ermöglicht.
Context-aware information is widely available in various ways and is becoming more and more important for enhancing retrieval performance and recommendation results. A primary challenge is not only recommending or retrieving the most relevant items and content, but defining them ad hoc. Other relevant issues include personalizing and adapting the information and the way it is displayed to the user’s current situation and interests. Ubiquitous computing provides new means for capturing user feedback on items and offers information. This year we are particularly interested in contributions investigating how context can influence decision making in contexts such as health, finance, food, education etc. and how systems can exploit context to assert positive behavioral change.
Bibliotheken stehen seit jeher vor der Aufgabe, große Datenmengen zu verwalten und diese den Nutzern zugänglich zu machen. Bestandsvisualisierungen bieten dazu neue Potenziale, diese Aufgabe zu bewältigen und die Informationsrecherche, Ergebnisdarstellung und -analyse bibliografischer Bestandsdaten zu optimieren. Der folgende Artikel zeigt anhand verschiedener Beispiele aus dem bibliothekarischen Kontext, dass Bestandsvisualisierungen in der Lage sind, Zusammenhänge darzustellen, explorative Suchstrategien zu fördern und Kontextualisierungen zu ermöglichen. Die gewonnenen Erkenntnisse aus der Analyse der Beispiele fließen anschließend in die Konzeption einer eigenen Visualisierung in Form eines bibliothekarischen Katalog-Interfaces.
Um das Forschungsdatenmanagement an den Hochschulen erfolgreich zu implementieren, ist eine entsprechende Stärkung der Informationskompetenz unverzichtbar. Nicht nur die Lernenden, Lehrenden und Forschenden sind gefragt, auch die Serviceeinrichtungen der Hochschulen sollten sich auf die neue Herausforderung einstellen. Die Hochschulen sind aufgerufen, neue Studiengänge anzubieten, die Berufsprofile wie den Data Steward, den Data Librarian oder den Data Scientist schaffen. Unerlässlich ist außerdem auch das Engagement der Hochschulleitungen. Es existieren an deutschen Hochschulen bereits einige gute Beispiele, sowohl was den Aufbau eines Forschungsdatenmanagements als auch der entsprechenden Informationskompetenz angeht. Allerdings bedarf es zugleich eines koordinierenden Handelns, damit bestehende bottom up-Initiativen zu einem national und international abgestimmten Forschungsdatenmanagement weiterentwickelt werden können. Hier ist vor allem die Politik gefragt. Sie sollte sich nicht nur an der nationalen Koordinierung des Forschungsdatenmanagements aktiv beteiligen, sondern auch die nötigen Sondermittel bereitstellen.
SemRes
(2016)
Documentation is very time consuming; conservators have to categorize photos, give detailed description of the procedures and justify decisions about materials. Every conservator delivers his/her own documentation to the respective monument administrations that archive it in their shelves, without any possibility to access them digitally. In this case, the access to already conducted procedures, as well as the provision of the knowledge about the methods and materials used are very difficult often almost impossible. The SemRes System provides conservators with semantic technologies in order to better structure and retrieve their knowledge and supports them in decision-making for conservation and conservation procedures.
While digitalization opens up new possibilities for cultural heritage and tourism it also brings new challenges. Initiatives such as “Europeana”, an internet portal for cultural heritage within the European Union, support institutions with the display of their collections. National initiatives complement these efforts. This report describes initiatives and projects for generating and sustaining digital cultural heritage resources in the German state of Brandenburg. With the cultural heritage distributed throughout the state and managed by hundreds of institutions, the task of digitalization is a common challenge for all of these institutions. Digitalization and digital sustainability is limited by shortcomings in areas of human resources, knowledge and IT infrastructure. In light of these limitations, the cultural heritage community addresses challenges with an interdisciplinary approach. It is based on a collaborative model with four levels: (1) a statewide strategy of an interdisciplinary task force; (2) cooperative projects; (3) cooperative IT infrastructure; and (4) an overall coordination. The priorities are: (1) creating and displaying digital content; (2) establishing best practices and workflows; (3) developing cooperative infrastructures for sustainment. Since 2012, several projects have been implemented based on that collaborative model. More than 50 participating institutions benefited from cooperative planning, managing, digitizing and digital presentation. With regard to the third priority, the task force’s next step is finding solutions for digital preservation. Considering the lack of funding and resources in the cultural heritage sector, options for creating and sustaining digital resources are limited. Digital cultural heritage requires interdisciplinary thinking, cooperative initiatives, reliable IT infrastructures and additional funding.