| Vol-2345 urn:nbn:de:0074-2345-4 Copyright © 2019 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# BIR 2019
8th International Workshop on Bibliometric-enhanced Information Retrieval

### Proceedings of the 8th International Workshop on Bibliometric-enhanced Information Retrieval (BIR)
co-located with the 41st European Conference on Information Retrieval (ECIR 2019)

### Cologne, Germany, April 14th, 2019.

Edited by

### Guillaume Cabanac *
Ingo Frommholz **
Philipp Mayr ***

* University of Toulouse, France
** University of Bedfordshire, Luton, UK
*** GESIS - Leibniz Institute for the Social Sciences, Knowledge Technologies for the Social Sciences, Cologne, Germany

## Table of Contents

- Editorial for the 8th Bibliometric-enhanced Information Retrieval Workshop at ECIR 2019 1-7
  Guillaume Cabanac, Ingo Frommholz, Philipp Mayr

### Keynote paper

- Beyond Metadata: the New Challenges in Mining Scientific Papers (short paper) 8-13
  Iana Atanassova

### Long papers

- Bibliometric-Enhanced arXiv: A Data Set for Paper-Based and Citation-Based Tasks 14-26
  Tarek Saier, Michael Färber
- Discovering Seminal Works with Marker Papers 27-38
  Robin Haunschild, Werner Marx
- Citation Metrics for Legal Information Retrieval Systems 39-50
  Gineke Wiggers, Suzan Verberne
- Optimal Citation Context Window Sizes for Biomedical Retrieval 51-63
  Boris Lykke Nielsen, Stefan Lavlund Skau, Florian Meier, Birger Larsen
- How do Computer Scientists Use Google Scholar?: A Survey of User Interest in Elements on SERPs and Author Profile Pages 64-75
  Jaewon Kim, Johanne R. Trippas, Mark Sanderson, Zhifeng Bao, W. Bruce Croft
- An Interactive Visual Tool for Scientific Literature Search: Proposal and Algorithmic Specification 76-87
  Juan Pablo Bascur, Nees Jan van Eck, Ludo Waltman
- Feature Selection and Graph Representation for an Analysis of Science Fields Evolution: An Application to the Digital Library ISTEX 88-99
  Jean-Charles Lamirel, Pascal Cuxac
- Mining Intellectual Influence Associations 100-111
  Tejas Shah, Vikram Pudi
- A “Searchable” Space with Routes for Querying Scientific Information 112-124
  Renaud Fabre

### Short papers

- A Preliminary Study to Compare Deep Learning with Rule-based Approaches for Citation Classification 125-131
  Julien Perier-Camby, Marc Bertin, Iana Atanassova, Frédéric Armetta
- Finding Temporal Trends of Scientific Concepts 132-139
  Michael Färber, Adam Jatowt
- Improving Scientific Article Visibility by Neural Title Simplification 140-147
  Alexander Shvets

### Demo paper

- Recommending Multimedia Educational Resources on the MOVING Platform 148-158
  Iacopo Vagliano, Sibgha Nazir

2019-04-08: submitted by Guillaume Cabanac, metadata incl. bibliographic data published under Creative Commons CC0
2019-04-12: published on CEUR-WS.org |valid HTML5|