What is information retrieval? | IBM

Excerpt

Explore different methods of information retrieval. Learn how these methods differ from data retrieval and recommender systems.

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1 Christopher Manning, Prabhakar Raghavan, and Hinrich Schütze, An Introduction to Information Retrieval, Cambridge University Press, 2009.

2 Qiaozhu Mei and Dragomir Radev, “Information Retrieval,” The Oxford Handbook of Computational Linguistics, 2^nd edition, Oxford University Press, 2016.

3 Christopher Manning, Prabhakar Raghavan, and Hinrich Schütze, An Introduction to Information Retrieval, Cambridge University Press, 2009. Mounia Lalmas and Ricardo Baeza-Yates, “Structured Document Retrieval,” Encyclopedia of Database Systems, Springer, 2018.

4 Robert Crawford, “The relational model in information retrieval,” Journal of the American Society for Information Science, Vol. 32, No. 1, 1981, pp. 51-64.

5 Alejandro Bellogín and Alan Said, “Information Retrieval and Recommender Systems,” Data Science in Practice, Springer, 2018.

6 Jeffrey Pomerantz, Metadata, MIT Press, 2015.

7 Steven Beitzel, Eric Jensen, and Ophir Frieder, “Index Creation and File Structures,” Encyclopedia of Database Systems, Springer, 2018.

8 Christopher Manning, Prabhakar Raghavan, and Hinrich Schütze, An Introduction to Information Retrieval, Cambridge University Press, 2009.

9 Qiaozhu Mei and Dragomir Radev, “Information Retrieval,” The Oxford Handbook of Computational Linguistics, 2^nd edition, Oxford University Press, 2016.

10 Qiaozhu Mei and Dragomir Radev, “Information Retrieval,” The Oxford Handbook of Computational Linguistics, 2^nd edition, Oxford University Press, 2016. Ricardo Baeza-Yates and Berthier Ribeiro-Neto, Modern Information Retrieval, ACM Press, 1999.

11 Qiaozhu Mei and Dragomir Radev, “Information Retrieval,” The Oxford Handbook of Computational Linguistics, 2^nd edition, Oxford University Press, 2016. Stefan Büttcher, Charles Clarke, and Gordon Cormack, Information Retrieval: Implementing and Evaluating Search Engines, MIT Press, 2016.

12 Ricardo Baeza-Yates and Berthier Ribeiro-Neto, Modern Information Retrieval, ACM Press, 1999. Christopher Manning, Prabhakar Raghavan, and Hinrich Schütze, An Introduction to Information Retrieval, Cambridge University Press, 2009.

13 Qiaozhu Mei and Dragomir Radev, “Information Retrieval,” The Oxford Handbook of Computational Linguistics, 2^nd edition, Oxford University Press, 2016. Christopher Manning, Prabhakar Raghavan, and Hinrich Schütze, An Introduction to Information Retrieval, Cambridge University Press, 2009.

14 Ricardo Baeza-Yates and Berthier Ribeiro-Neto, Modern Information Retrieval, ACM Press, 1999. Christopher Manning, Prabhakar Raghavan, and Hinrich Schütze, An Introduction to Information Retrieval, Cambridge University Press, 2009.

15 Safiya Umoja Noble, Algorithms of Oppression: How Search Engines Reinforce Racism, NYU Press, 2018.

16 Amin Bigdeli et al., “A Light-Weight Strategy for Restraining Gender Biases in Neural Rankers,” Proceedings of the 44^th European Conference on Advances in Information Retrieval, 2022, pp. 47-55.

17 Dhanasekar Sundararaman and Vivek Subramanian, “Debiasing Gender Bias in Information Retrieval Models,” 2022, https://arxiv.org/abs/2208.01755. Shirin Seyed Salehi et al., “Bias-aware Fair Neural Ranking for Addressing Stereotypical gender Biases,” Microsoft Research, 2022.