| Vol-1393 urn:nbn:de:0074-1393-6 Copyright © 2015 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# GSB 2015
Graph Search and Beyond

### Proceedings of the First International Workshop on Graph Search and Beyond
co-located with The 38th Annual SIGIR Conference (SIGIR'15)

### Santiago, Chile, August 13th, 2015.

Edited by

### Omar Alonso, Microsoft, USA
Marti A. Hearst, UC Berkeley, USA
Jaap Kamps, University of Amsterdam, The Netherlands

## Table of Contents

### Session 1: Frontmatter

- Preface iii-iv

### Session 2: Overview Paper

- Overview of Graph Search and Beyond 1-4
  Omar Alonso, Marti A. Hearst, Jaap Kamps

### Session 3: Invited Papers

- Graph Search at LinkedIn 5-5
  Swee Lim
- Good Uses for Crummy Knowledge Graphs 6-6
  Douglas W. Oard
- Personalized Post Search at Facebook 7-7
  Rose Marie Philip
- Overview of Microsoft Academic Graph 8-8
  Alex D. Wade

### Session 4: Contributed Papers

- Tree-Map: A Visualization Tool for Large Data 9-13
  Mahipal Jadeja, Kesha Shah
- Leveraging Metropolis-Hastings Algorithm on Graph-based Model for Multimodal IR 14-18
  Serwah Sabetghadam, Mihai Lupu, Andreas Rauber
- Fusion of Heterogeneous Information in Graph-Based Ranking for Query-Biased Summarization 19-22
  Kotaro Sakamoto, Hideyuki Shibuki, Tatsunori Mori, Noriko Kando
- Unilateral Jaccard Similarity Coefficient 23-27
  Julio Santisteban, Javier Tejada Cárcamo
- Information Retrieval Boosted by Category for Troubleshooting Search System 28-32
  Bin Tong, Toshihiko Yanase, Hiroaki Ozaki, Makoto Iwayama
- Random Walk and Feedback on Scholarly Network 33-37
  Yingying Yu, Zhuoren Jiang, Xiaozhong Liu

### Session 5: Backmatter

- Author index 38-39

The whole proceedings can also be downloaded as a single file (PDF, including title pages, preface, and table of contents).

We offer a BibTeX file for citing papers of this workshop from LaTeX.

2015-07-27: submitted by Jaap Kamps, metadata incl. bibliographic data published under Creative Commons CC0
2015-07-28: published on CEUR-WS.org |valid HTML5|