Archiv der Kategorie: MIR Research

UMAP paper accepted

Jannach, D., Kamehkhosch, I., Bonnin, G.: Biases in Automated Music Playlist Generation: A Comparison of Next-Track Recommending Techniques, User Modeling, Adaptation and Personalization (UMAP 2016), Halifax, CA, 2016 In this work, the results of a multi-metric comparison of different academic … Weiterlesen

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Master thesis on lyrics finished

Florian Treinat: Verwendung von Lyrics zur Generierung von Musik-Playlisten (Application of lyrics for generation of music playlists) (supervisors: Dietmar Jannach, Iman Kamehkhosh, e-Services Research Group, TU Dortmund) The goal of this work was to improve the quality of music recommendations … Weiterlesen

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Master thesis on Twitter music data finished

Mike Gösker: #nowplaying: Analyse musikbezogener Twitterdaten (Analysis of music-related Twitter data) (supervisors: Dietmar Jannach, Lukas Lerche, e-Services Research Group, TU Dortmund) In his master’s thesis Mike Gösker implemented and evaluated a set of techniques to generate music track recommendations based … Weiterlesen

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Bachelor thesis on generation of drum accompaniment to improvised Jazz solos

The goal of the thesis (PDF in German) was to develop a system for the automatic generation of drum accompaniment to improvised Jazz solos. This is solved by means of an evolutionary algorithm. A list of rules is defined for … Weiterlesen

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Master thesis on music restructuring finished

This thesis addressed the problem of automatically rearranging any given music piece based on user-defined constraints. Rearranged music pieces are generated by playing back the original piece and jumping from one position in the original to another at specific times. … Weiterlesen

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Accepted papers for RecSys and ISMIR

Two papers were accepted for upcoming conferences: D. Jannach, L. Lerche, I. Kamehkhosh: Beyond „Hitting the Hits“ – Generating Coherent Music Playlist Continuations with the Right Tracks. Proceedings of the 9th ACM Conference on Recommender Systems (RecSys 2015), Vienna, 2015 … Weiterlesen

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Two papers accepted

This month two papers were accepted. The first one will appear in post-proceedings of ECDA 2014 and compares audio features and playlist statistics for music classification: I. Vatolkin, G. Bonnin, D. Jannach – Comparing Audio Features and Playlist Statistics for … Weiterlesen

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EMO paper accepted

The paper I. Vatolkin – Exploration of Two-Objective Scenarios on Supervised Evolutionary Feature Selection: a Survey and a Case Study (Application to Music Categorisation) is accepted for EMO 2015. The conference will take place on 29.3-1.4.2015 in Guimarães, Portugal.

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A survey article on playlist generation available online

The article G. Bonnin and D. Jannach – Automated Generation of Music Playlists: Survey and Experiments, ACM Computing Surveys, Vol. 47, No. 2, Article 26 is now available online. The paper is a detailed survey on playlist generation. First, different … Weiterlesen

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RecSyS paper accepted

The paper on the analysis of playlist characteristics (D. Jannach, I. Kamehkhosh, and G. Bonnin – Analyzing the Characteristics of Shared Playlists for Music Recommendation) is accepted for the 6th ACM RecSys Workshop on Recommender Systems and Social Web.

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