Skip to menu Skip to content Skip to footer
Professor Shane Culpepper
Professor

Shane Culpepper

Email: 

Overview

Background

Shane Culpepper is Professor of Artificial Intelligence at the University of Queensland in St. Lucia, Australia. Before joining the University of Queensland in 2023, Professor Culpeper held a continuing academic position at RMIT University in Melbourne, Australia. He received his PhD in Computer Science from the University of Melbourn in 2008. His research focuses primarily on building better Search and Recommendation Systems. Over his 16 year career, Professor Culpepper has supervised 19 PhD students and co-authored more than 120 peer reviewed papers with 127 different research collaborators on problems such as algorithm efficiency and scalability, new machine learning algorithms for search and recommendation systems, and evaluating search and recommendation engine quality. Professor Culpepper is also an active member in the international research community. In the last 5 years, he has been a program co-chair for international conferences such as SIGIR and CIKM, and co-organized conferences such as WSDM and SWIRL. Professor Culpepper previously held an ARC DECRA fellowship in 2013 as well as an RMIT Vice-Chancellor's Princpal Researcher fellowship in 2017. Before joining the University of Queensland. Professor Culpepper was the founding director of the Centre for Information Discovery and Data Analytics at RMIT University. In total, he has been a chief investigator on 11 reseach grants totalling ~$3.5 Million AUD. For more information, see his personal hoomepage.

Availability

Professor Shane Culpepper is:
Available for supervision

Qualifications

  • Doctor of Philosophy of Computer Science, University of Melbourne
  • Member, Association for Computing Machinery, Association for Computing Machinery
  • Honorary Fellow, RMIT University, RMIT University

Works

Search Professor Shane Culpepper’s works on UQ eSpace

115 works between 1995 and 2024

81 - 100 of 115 works

2016

Conference Publication

RMIT at the TREC 2016 LiveQA Track

Mackenzie, Joel, Chen, Ruey-Cheng and Culpepper, J. Shane (2016). RMIT at the TREC 2016 LiveQA Track. 25th Text REtrieval Conference, TREC 2016, Gaithersburg, MD United States, 15 November 2016. Gaithersburg, MD United States: National Institute of Standards and Technology.

RMIT at the TREC 2016 LiveQA Track

2015

Conference Publication

Efficient location-aware web search

Mackenzie, Joel, Choudhury, Farhana M. and Culpepper, J. Shane (2015). Efficient location-aware web search. ADCS '15: The 20th Australasian Document Computing Symposium, Parramatta, NSW Australia, 8-9 December 2015. New York, NY United States: Association for Computing Machinery. doi: 10.1145/2838931.2838933

Efficient location-aware web search

2015

Conference Publication

Data fusion for Japanese term and character n-gram search

Yasukawa, Michiko, Culpepper, J. Shane and Scholer, Falk (2015). Data fusion for Japanese term and character n-gram search. Association for Computing Machinery. doi: 10.1145/2838931.2838939

Data fusion for Japanese term and character n-gram search

2015

Conference Publication

On the cost of extracting proximity features for term-dependency models

Lu, Xiaolu, Moffat, Alistair and Culpepper, J. Shane (2015). On the cost of extracting proximity features for term-dependency models. Association for Computing Machinery. doi: 10.1145/2806416.2806467

On the cost of extracting proximity features for term-dependency models

2015

Journal Article

Statistical comparisons of non-deterministic IR systems using two dimensional variance

Jayasinghe, Gaya K., Webber, William, Sanderson, Mark, Dharmasena, Lasitha S. and Culpepper, J. Shane (2015). Statistical comparisons of non-deterministic IR systems using two dimensional variance. Information Processing and Management, 51 (5), 677-694. doi: 10.1016/j.ipm.2015.06.005

Statistical comparisons of non-deterministic IR systems using two dimensional variance

2015

Conference Publication

Batch processing of Top-k Spatial-textual Queries

Choudhury, Farhana M., Culpepper, J. Shane and Sellis, Timos (2015). Batch processing of Top-k Spatial-textual Queries. Association for Computing Machinery, Inc. doi: 10.1145/2786006.2786008

Batch processing of Top-k Spatial-textual Queries

2014

Conference Publication

Preface

Culpepper, J. Shane, Park, Laurence and Zuccon, Guido (2014). Preface. ADCS '14: Australasian Document Computing Symposium, Melbourne, Australia, 27-28 November 2014. New York, United States: Association for Computing Machinery. doi: 10.1016/S2212-5671(14)00870-3

Preface

2014

Conference Publication

Improving test collection pools with machine learning

Jayasinghe, Gaya K., Webber, William, Sanderson, Mark and Shane Culpepper, J. (2014). Improving test collection pools with machine learning. Association for Computing Machinery. doi: 10.1145/2682862.2682864

Improving test collection pools with machine learning

2014

Conference Publication

How effective are proximity scores in term dependency models?

Lu, Xiaolu, Moffat, Alistair and Shane Culpepper, J. (2014). How effective are proximity scores in term dependency models?. Association for Computing Machinery. doi: 10.1145/2682862.2682876

How effective are proximity scores in term dependency models?

2014

Journal Article

Efficient and effective realtime prediction of drive-by download attacks

Jayasinghe, Gaya K., Culpepper, J. Shane and Bertok, Peter (2014). Efficient and effective realtime prediction of drive-by download attacks. Journal of Network and Computer Applications, 38 (1), 135-149. doi: 10.1016/j.jnca.2013.03.009

Efficient and effective realtime prediction of drive-by download attacks

2014

Conference Publication

Evaluating non-deterministic retrieval systems

Jayasinghe, Gaya K., Webber, William, Sanderson, Mark, Dharmasena, Lasitha S. and Culpepper, J. Shane (2014). Evaluating non-deterministic retrieval systems. Association for Computing Machinery. doi: 10.1145/2600428.2609472

Evaluating non-deterministic retrieval systems

2014

Conference Publication

Extending test collection pools without manual runs

Jayasinghe, Gaya K., Webber, William, Sanderson, Mark and Culpepper, J. Shane (2014). Extending test collection pools without manual runs. Association for Computing Machinery. doi: 10.1145/2600428.2609473

Extending test collection pools without manual runs

2014

Conference Publication

Score-safe term dependency processing with hybrid indexes

Petri, Matthias, Moffat, Alistair and Culpepper, J. Shane (2014). Score-safe term dependency processing with hybrid indexes. Association for Computing Machinery. doi: 10.1145/2600428.2609469

Score-safe term dependency processing with hybrid indexes

2014

Journal Article

Indexing word sequences for ranked retrieval

Huston, Samuel, Culpepper, J. Shane and Croft, W. Bruce (2014). Indexing word sequences for ranked retrieval. ACM Transactions on Information Systems, 32 (1) 2559168. doi: 10.1145/2559168

Indexing word sequences for ranked retrieval

2014

Conference Publication

TREC: Topic engineeRing ExerCise

Culpepper, J. Shane, Mizzaro, Stefano, Sanderson, Mark and Scholer, Falk (2014). TREC: Topic engineeRing ExerCise. Association for Computing Machinery. doi: 10.1145/2600428.2609531

TREC: Topic engineeRing ExerCise

2014

Journal Article

Large-scale pattern search using reduced-space on-disk suffix arrays

Gog, Simon, Moffat, Alistair, Culpepper, J. Shane, Turpin, Andrew and Wirth, Anthony (2014). Large-scale pattern search using reduced-space on-disk suffix arrays. IEEE Transactions on Knowledge and Data Engineering, 26 (8) 6573286, 1918-1931. doi: 10.1109/TKDE.2013.129

Large-scale pattern search using reduced-space on-disk suffix arrays

2013

Conference Publication

Chairs' Preface

Sitbon, Laurianne, Culpepper, Shane and Zuccon, Guido (2013). Chairs' Preface. ADCS '13: The Australasian Document Computing Symposium, Brisbane, QLD, Australia, 5-6 December 2013. New York, United States: Association for Computing Machinery.

Chairs' Preface

2013

Conference Publication

Exploring the magic of WAND

Petri, Matthias, Culpepper, J. Shane and Moffat, Alistair (2013). Exploring the magic of WAND. New York, NY, USA: Association for Computing Machinery. doi: 10.1145/2537734.2537744

Exploring the magic of WAND

2012

Journal Article

Open source information retrieval: a report on the SIGIR 2012 workshop

Trotman, Andrew, Clarke, Charles L.A., Ounis, Iadh, Culpepper, Shane, Cartright, Marc-Allen and Geva, Shlomo (2012). Open source information retrieval: a report on the SIGIR 2012 workshop. ACM SIGIR Forum, 46 (2), 95-101. doi: 10.1145/2422256.2422269

Open source information retrieval: a report on the SIGIR 2012 workshop

2012

Conference Publication

Sketch-based indexing of n-words

Huston, Samuel, Culpepper, J. Shane and Croft, W. Bruce (2012). Sketch-based indexing of n-words. doi: 10.1145/2396761.2398533

Sketch-based indexing of n-words

Supervision

Availability

Professor Shane Culpepper is:
Available for supervision

Before you email them, read our advice on how to contact a supervisor.

Available projects

  • Large Language Models for Search and Recommendation

    Large Language Models such as ChatGPT offer enormous promise to users completing everyday tasks. However, these models confidently provide misinformation which can be very convincing. This project aims to explore new techniques to improve the effectiveness of LLMs.

Supervision history

Current supervision

  • Master Philosophy

    Search and Recommendation using Large Language Models

    Principal Advisor

    Other advisors: Dr Joel Mackenzie

Media

Enquiries

For media enquiries about Professor Shane Culpepper's areas of expertise, story ideas and help finding experts, contact our Media team:

communications@uq.edu.au