World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
33
Citations
5043
World Ranking
12622
National Ranking
5111

Overview

Vanessa Murdock is affiliated with Amazon in the United States, contributing to research primarily in the field of Computer Science. Their work centers around Artificial Intelligence, Information Systems, Sociology and Political Science, Computer Vision and Pattern Recognition, and Computer Science Applications.

Their research spans multiple topics including Advanced Text Analysis Techniques, Hate Speech and Cyberbullying Detection, Topic Modeling, Information Retrieval and Search Behavior, Recommender Systems and Techniques, Sentiment Analysis and Opinion Mining, and Digital Marketing and Social Media.

Murdock's publication record includes papers in reputable venues such as ACM SIGIR Forum, Proceedings of the International AAAI Conference on Web and Social Media, arXiv (Cornell University), CHI Conference on Human Factors in Computing Systems Extended Abstracts, and ACM Transactions on the Web.

  • Challenges and research opportunities in eCommerce search and recommendations, 2020, ACM SIGIR Forum
  • Unsupervised Domain Adaptation for Hate Speech Detection Using a Data Augmentation Approach, 2022, Proceedings of the International AAAI Conference on Web and Social Media
  • Helping Voice Shoppers Make Purchase Decisions, 2022, CHI Conference on Human Factors in Computing Systems Extended Abstracts
  • Characterizing and Identifying Socially Shared Self-Descriptions in Product Reviews, 2023, Proceedings of the International AAAI Conference on Web and Social Media
  • Unsupervised Domain Adaptation for Hate Speech Detection Using a Data Augmentation Approach, 2021, arXiv (Cornell University)

The scientist has collaborated frequently with colleagues such as Sheikh Muhammad Sarwar, F. Maxwell Harper, Chia-Jung Lee, Bárbara Poblete, and Chaehong Lee.

Best Publications

  • Know your neighbors: web spam detection using the web topology

    Carlos Castillo;Debora Donato;Aristides Gionis;Vanessa Murdock

  • Placing flickr photos on a map

    Pavel Serdyukov;Vanessa Murdock;Roelof van Zwol

  • Proceedings of the 24th ACM International on Conference on Information and Knowledge Management

    James Bailey;Alistair Moffat;Charu C. Aggarwal;Maarten de Rijke

  • "I'm eating a sandwich in Glasgow": modeling locations with tweets

    Sheila Kinsella;Vanessa Murdock;Neil O'Hare

  • The impact of caching on search engines

    Ricardo Baeza-Yates;Aristides Gionis;Flavio Junqueira;Vanessa Murdock

  • Design trade-offs for search engine caching

    Ricardo Baeza-Yates;Aristides Gionis;Flavio P. Junqueira;Vanessa Murdock

  • Automatic tagging and geotagging in video collections and communities

    Martha Larson;Mohammad Soleymani;Pavel Serdyukov;Stevan Rudinac

  • A Translation Model for Sentence Retrieval

    Vanessa Murdock;W. Bruce Croft

  • Online learning from click data for sponsored search

    Massimiliano Ciaramita;Vanessa Murdock;Vassilis Plachouras

  • Improved query difficulty prediction for the web

    Claudia Hauff;Vanessa Murdock;Ricardo Baeza-Yates

  • Challenges and research opportunities in eCommerce search and recommendations

    Manos Tsagkias;Tracy Holloway King;Surya Kallumadi;Vanessa Murdock

  • Aspects of sentence retrieval

    Vanessa Murdock

  • Mining the web for points of interest

    Adam Rae;Vanessa Murdock;Adrian Popescu;Hugues Bouchard

  • A noisy-channel approach to contextual advertising

    Vanessa Murdock;Massimiliano Ciaramita;Vassilis Plachouras

  • Faceted exploration of image search results

    Roelof van Zwol;Börkur Sigurbjornsson;Ramu Adapala;Lluis Garcia Pueyo

  • To swing or not to swing: learning when (not) to advertise

    Andrei Broder;Massimiliano Ciaramita;Marcus Fontoura;Evgeniy Gabrilovich

  • Web Search Engine Evaluation Using Clickthrough Data and a User Model

    Georges Dupret;Vanessa Murdock;Benjamin Piwowarski

  • Modeling locations with social media

    Neil O'Hare;Vanessa Murdock

  • Workshop on aggregated search

    Vanessa Murdock;Mounia Lalmas

  • Query term relationship characterization for query response determination

    Borkur Sigurbjornsson;Vanessa Murdock;Roelof van Zwol;Maarten Clements

  • Geographic Information Retrieval: Progress and Challenges in Spatial Search of Text

    Ross S. Purves;Paul Clough;Christopher B. Jones;Mark Michael Hall

  • KnowyourNeighbors: WebSpamDetection usingtheWebTopology

    Carlos Castillo;Debora Donato;Aristides Gionis;Vanessa Murdock

Frequent Co-Authors

Massimiliano Ciaramita
Massimiliano Ciaramita Google (United States)
Jaap Kamps
Jaap Kamps University of Amsterdam
Fabrizio Silvestri
Fabrizio Silvestri Sapienza University of Rome
Ricardo Baeza-Yates
Ricardo Baeza-Yates Royal Institute of Technology
Aristides Gionis
Aristides Gionis Royal Institute of Technology
Charles L. A. Clarke
Charles L. A. Clarke University of Waterloo
Pavel Serdyukov
Pavel Serdyukov Yandex (Russia)
Andrei Z. Broder
Andrei Z. Broder Google (United States)
Evgeniy Gabrilovich
Evgeniy Gabrilovich Google (United States)

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