60 citations · 71 across the 4 of their papers we have counts for
4 papers
Sequential Item Recommendation in the MOBA Game Dota 2
Alexander Dallmann, Johannes Kohlmann, Daniel Zoller +1
Multiplayer Online Battle Arena (MOBA) games such as Dota 2 attract hundreds of thousands of players every year. Despite the large player base, it is still important to attract new…
A Case Study on Sampling Strategies for Evaluating Neural Sequential Item Recommendation Models
Alexander Dallmann, Daniel Zoller, Andreas Hotho
At the present time, sequential item recommendation models are compared by calculating metrics on a small item subset (target set) to speed up computation. The target set contains…
ClaiRE at SemEval-2018 Task 7 - Extended Version
Lena Hettinger, Alexander Dallmann, Albin Zehe +2
In this paper we describe our post-evaluation results for SemEval-2018 Task 7 on clas- sification of semantic relations in scientific literature for clean (subtask 1.1) and noisy d…
Improving Session Recommendation with Recurrent Neural Networks by Exploiting Dwell Time
Alexander Dallmann, Alexander Grimm, Christian Pölitz +2
Recently, Recurrent Neural Networks (RNNs) have been applied to the task of session-based recommendation. These approaches use RNNs to predict the next item in a user session based…