A STATEMENT OF COMMITMENT BY STM PUBLISHERS TO A ROADMAP TO ENABLE TEXT AND DATA MINING (TDM) FOR NON COMMERCIAL SCIENTIFIC RESEARCH IN THE EUROPEAN UNION
The files below contain XML (and only XML) for all the articles in the PMC open access subset. These files were created for users who need PMC XML for data mining and processing purposes, but do not need PDFs, images, or supplementary data.
PlanetData aims to establish a sustainable European community of researchers that supports organizations in exposing their data in an effective and efficient way.
Wir sind im Jahr 2012 angekommen - deutsche Verkehrsunternehmen aber noch nicht. Weder die Unternehmen noch die Politik haben es verstanden, welche Innovationskraft tausende freiwillige Entwickler_innen haben, um völlig neue Verkehrsapps oder Mobilitätskonzepte zu entwickeln - für Menschen, die viel reisen oder täglich pendeln, denen wegen Rollstuhl oder Gehhilfe Barrieren in den Weg gelegt werden, oder einfach mehr erwarten, als nur eine langweilige Fahrplanauskunft. Deshalb nehmen wir das jetzt in die Hand und werden alle Fahrpläne veröffentlichen - als Start für neue Innovation ohne Erlaubnis.
Twitter wird sein frisch eingekauftes Echtzeit-DV-System Storm als Open Source veröffentlichen. Damit wird die Technik für die Parallelisierung von Datenbankabfragen für alle verfügbar.
Web search engines have changed our lives - enabling instant access to information about subjects that are both deeply important to us, as well as passing whims. The search engines that provide answers to our search queries also log those queries, in order to improve their algorithms. Academic research on search queries has shown that they can provide valuable information on diverse topics including word and phrase similarity, topical seasonality and may even have potential for sociology, as well as providing a barometer of the popularity of many subjects. At the same time, individuals are rightly concerned about what the consequences of accidental leaking or deliberate sharing of this information may mean for their privacy. In this talk I will cover the applications which have benefited from mining query logs, the risks that privacy can be breached by sharing query logs, and current algorithms for mining logs in a way to prevent privacy breaches.
Workshop Topics
Possible topics of the workshop include (but are not limited to):
* Social network analysis
* Bibliometrics
* Community discovery
* Personalization for search and for social interaction
* Recommender systems
* Web mining algorithms
* Applications of social network analysis
* Mining (Collaborative) Tagging Systems (blogs, wikis, etc.)
* Mining social data for multimedia information retrieval
* Opinion mining
This is a repository of databases, domain theories and data generators that are used by the machine learning community for the empirical analysis of machine learning algorithms.
H. Zhang, A. Santos, and J. Freire. Proceedings of the 30th ACM International Conference on Information &$\mathsemicolon$ Knowledge Management, ACM, (October 2021)
M. Paris, and R. Jäschke. Proceedings of the 14th International Conference on Knowledge Science, Engineering and Management, volume 12816 of Lecture Notes in Artificial Intelligence, page 1--14. Springer, (2021)
K. Joseph, P. Landwehr, and K. Carley. Social Computing, Behavioral-Cultural Modeling and Prediction, page 75--83. Cham, Springer International Publishing, (2014)
A. Sinha, Z. Shen, Y. Song, H. Ma, D. Eide, B. Hsu, and K. Wang. Proceedings of the 24th International Conference on World Wide Web, page 243--246. Republic and Canton of Geneva, Switzerland, International World Wide Web Conferences Steering Committee, (2015)
J. Lin, E. Keogh, S. Lonardi, and B. Chiu. Proceedings of the 8th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, page 2--11. New York, NY, USA, ACM, (2003)
F. Morstatter, J. Pfeffer, H. Liu, and K. Carley. Proceedings of the Seventh International AAAI Conference on Weblogs and Social Media, page 400--408. The AAAI Press, (2013)
R. Jäschke, and S. Rudolph. Contributions to the 11th International Conference on Formal Concept Analysis, page 19--34. Technische Universität Dresden, (May 2013)