World's Best Scientists 2026 revealed!
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Computer Science
Australia
2025

D-Index & Metrics

Computer Science

D-Index
78
Citations
24562
World Ranking
1206
National Ranking
27

Research.com Recognitions

  • 2025 - Research.com Computer Science in Australia Leader Award
  • 2023 - Research.com Computer Science in Australia Leader Award
  • 2022 - Research.com Computer Science in Australia Leader Award

Overview

Justin Zobel is affiliated with the University of Melbourne in Australia and has contributed extensively to the fields of Computer Science and Biochemistry, Genetics and Molecular Biology. Their research spans multiple subfields, including Artificial Intelligence, Molecular Biology, Information Systems, Computer Networks and Communications, and Hardware and Architecture.

Their main topics of research include:

  • Genomics and Phylogenetic Studies
  • Algorithms and Data Compression
  • Bioinformatics and Genomic Networks
  • Semantic Web and Ontologies
  • Information Retrieval and Search Behavior
  • Advanced Text Analysis Techniques
  • Web Data Mining and Analysis

Zobel's recent publications reflect a focus on biological data quality, information access, and document analysis, appearing across a range of scientific venues. Notable papers include:

  • Propagation, detection and correction of errors using the sequence database network, 2022, Briefings in Bioinformatics
  • Report on the Dagstuhl Seminar on Frontiers of Information Access Experimentation for Research and Education, 2023, ACM SIGIR Forum
  • Quality Matters: Biocuration Experts on the Impact of Duplication and Other Data Quality Issues in Biological Databases, 2020, Genomics Proteomics & Bioinformatics
  • The Impact of Judgment Variability on the Consistency of Offline Effectiveness Measures, 2023, ACM Transactions on Information Systems
  • Measurement of clustering effectiveness for document collections, 2022, Information Retrieval

Zobel's frequent co-authors include Karin Verspoor, Anthony Wirth, Nicholas Geard, Meng Yuan, and Pauline Chou. Collaborative efforts with these researchers have resulted in multiple publications.

Their work has been disseminated in various publication venues, where they have multiple entries. These venues include:

  • arXiv (Cornell University)
  • ACM SIGIR Forum
  • bioRxiv (Cold Spring Harbor Laboratory)
  • Briefings in Bioinformatics
  • ACM Transactions on Information Systems

Best Publications

  • Bandage: interactive visualization of de novo genome assemblies

    Ryan R. Wick;Mark B. Schultz;Justin Zobel;Kathryn E. Holt

  • Inverted files for text search engines

    Justin Zobel;Alistair Moffat

  • A similarity measure for indefinite rankings

    William Webber;Alistair Moffat;Justin Zobel

  • How reliable are the results of large-scale information retrieval experiments?

    Justin Zobel

  • Rank-biased precision for measurement of retrieval effectiveness

    Alistair Moffat;Justin Zobel

  • Self-indexing inverted files for fast text retrieval

    Alistair Moffat;Justin Zobel

  • Exploring the similarity space

    Justin Zobel;Alistair Moffat

  • Inverted files versus signature files for text indexing

    Justin Zobel;Alistair Moffat;Kotagiri Ramamohanarao

  • Methods for identifying versioned and plagiarized documents

    Timothy C. Hoad;Justin Zobel

  • Information retrieval system evaluation: effort, sensitivity, and reliability

    Mark Sanderson;Justin Zobel

  • How to Write a Better Thesis

    David Evans;Paul Gruba;Justin Zobel

  • Phonetic string matching: lessons from information retrieval

    Justin Zobel;Philip Dart

  • Passage retrieval revisited

    Marcin Kaszkiel;Justin Zobel

  • Compression of inverted indexes For fast query evaluation

    Falk Scholer;Hugh E. Williams;John Yiannis;Justin Zobel

  • Filtered document retrieval with frequency-sorted indexes

    Michael Persin;Justin Zobel;Ron Sacks-Davis

  • Compressing Integers for Fast File Access

    Hugh E. Williams;Justin Zobel

  • Melodic matching techniques for large music databases

    Alexandra Uitdenbogerd;Justin Zobel

  • Writing for Computer Science

    Justin Zobel

  • Improvements that don't add up: ad-hoc retrieval results since 1998

    Timothy G. Armstrong;Alistair Moffat;William Webber;Justin Zobel

  • Manipulation of music for melody matching

    Alexandra L. Uitdenbogerd;Justin Zobel

Frequent Co-Authors

Alistair Moffat
Alistair Moffat University of Melbourne
Karin Verspoor
Karin Verspoor RMIT University
Falk Scholer
Falk Scholer RMIT University
Michael Inouye
Michael Inouye Baker IDI Heart and Diabetes Institute
Timothy Baldwin
Timothy Baldwin University of Melbourne
Kathryn E. Holt
Kathryn E. Holt London School of Hygiene & Tropical Medicine
Simon J. Puglisi
Simon J. Puglisi University of Helsinki
Mark Sanderson
Mark Sanderson RMIT University
Kotagiri Ramamohanarao
Kotagiri Ramamohanarao University of Melbourne
W. Bruce Croft
W. Bruce Croft University of Massachusetts Amherst

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