| Vol-2591 urn:nbn:de:0074-2591-8 Copyright © 2020 for the individual papers by the papers' authors. Copyright © 2020 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# BIR 2020
Bibliometric-enhanced Information Retrieval

### Proceedings of the 10th International Workshop on Bibliometric-enhanced Information Retrieval
co-located with 42nd European Conference on Information Retrieval (ECIR 2020)

### Lisbon, Portugal (online only), April 14th, 2020.

Edited by

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

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

## Table of Contents

- Preface to the 10th Workshop on Bibliometric-enhanced Information Retrieval at ECIR 2020 1-4
  Guillaume Cabanac, Ingo Frommholz, Philipp Mayr

### Keynote

- Metrics and Trends in Assessing the Scientific Impact 5-15
  George Tsatsaronis

### Session 1: Expert Finding and Ranking Models

- New Datasets and a Benchmark of Document Network Embedding Methods for Scientific Expert Finding 16-29
  Robin Brochier, Antoine Gourru, Adrien Guille, Julien Velcin
- Conference Indexing in Digital Libraries: A Ranking Model and Case Study on dblp 30-41
  Christopher Michels, Mandy Neumann, Philipp Schaer, Ralf Schenkel

### Session 2: Citations, Citations, Citations

- Usage and Citation Metrics for Ranking Algorithms in Legal Information Retrieval Systems 42-52
  Gineke Wiggers, Suzan Verberne
- Browsing Citation Clusters for Academic Literature Search: A Simulation Study with Systematic Reviews 53-65
  Juan Pablo Bascur, Suzan Verberne, Nees Jan van Eck, Ludo Waltman
- Neural Citation Recommendation: A Reproducibility Study 66-74
  Michael Färber, Timo Klein, Joan Sigloch

### Session 3: Learning to Rank and Evaluation

- Learning to Rank Research Articles: A Case Study of Collaborative Filtering and Learning to Rank in ScienceDirect 75-88
  Daniel Kershaw, Benjamin Pettit, Maya Hristakeva, Kris Jack
- Evaluating Pretrained Transformer Models for Citation Recommendation 89-100
  Rodrigo Nogueira, Zhiying Jiang, Kyunghyun Cho, Jimmy Lin
- Relations Between Relevance Assessments, Bibliometrics and Altmetrics 101-112
  Timo Breuer, Philipp Schaer, Dirk Tunger

### Anniversary Greeting Notes

- Building Bridges 113-113
  Andrea Scharnhorst
- Why we Need Another Ten Years of Bibliometric-enhanced Information Retrieval 114-115
  Mike Thelwall
- BIR: A Time and a Place to Envision Concepts and Tools around Bibliometrics 116-117
  Marc Bertin, Iana Atanassova
- Some Questions for Information Science Arising from the History and Philosophy of Science 118-120
  Henry Small
- Remembering Don Swanson: Link to Bibliometric-enhanced Information Retrieval 121-123
  Aparna Basu
- Bibliometrics-aided Retrieval: A Success Story 124-125
  Wolfgang Glänzel
- BIR and BIRNDL: A Marathon towards a Congregation of Scientific Document Processing Community 126-126
  Muthu Kumar Chandrasekaran
- Anniversary Statement 127-128
  Howard D. White
- Intrication between Information Retrieval and Bibliometrics: the Case of Scientific Domain Delineation 129-133
  Michel Zitt

2020-04-07: submitted by Ingo Frommholz, metadata incl. bibliographic data published under Creative Commons CC0
2020-04-08: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|