Let’s see some Information retrieval Research Topics Areas and Ideas.

1. Information retrieval techniques and applications
2. XPIR: Private information retrieval for everyone
3. Applying genetic algorithms to information retrieval using vector space model
4. Deep learning for information retrieval
5. Collaborative information retrieval (CIR)
6. Text data management and analysis: a practical introduction to information retrieval and text mining
7. Temporal information retrieval
8. Digital library research in action–supporting information retrieval in sowiport
9. Who wrote the web? Revisiting influential author identification research applicable to information retrieval
10. Deep sentence embedding using long short-term memory networks: Analysis and application to information retrieval
11. Scientometrics and information retrieval: weak-links revitalized
12. Integrating and evaluating neural word embeddings in information retrieval
13. From word embeddings to document similarities for improved information retrieval in software engineering
14. Word embedding based generalized language model for information retrieval
15. Query auto completion in information retrieval
16. Representation learning using multi-task deep neural networks for semantic classification and information retrieval
17. Music information retrieval
18. Information retrieval as card playing: A formal model for optimizing interactive retrieval interface
19. Private information retrieval for coded storage
20. Information retrieval framework for hazard identification in construction
21. Using knowledge-based relatedness for information retrieval
22. Information retrieval and spectrum based bug localization: Better together
23. Neural information retrieval: A literature review
24. Semantification of identifiers in mathematics for better math information retrieval
25. Credibility in information retrieval
26. Multimodal medical information retrieval with unsupervised rank fusion
27. Factographic information retrieval for communication in multicultural society
28. Understandability biased evaluation for information retrieval
29. Information retrieval system and machine translation: a review
30. Combining deep learning with information retrieval to localize buggy files for bug reports (n)
31. Beyond relevance: Adapting exploration/exploitation in information retrieval
32. Bibliometrics-aided retrieval: where information retrieval meets scientometrics
33. Information retrieval for ecological syntheses
34. An information retrieval approach for regression test prioritization based on program changes
35. Lower-cost∈-private information retrieval
36. On obtaining effort based judgements for information retrieval
37. Exploring peripheral physiology as a predictor of perceived relevance in information retrieval
38. Wrapper based feature selection in semantic medical information retrieval
39. Supporting information retrieval from electronic health records: A report of University of Michigan’s nine-year experience in developing and using the …
40. Monolingual and cross-lingual information retrieval models based on (bilingual) word embeddings
41. Overview of the mixed script information retrieval (msir) at fire-2016
42. A generic framework for ontology-based information retrieval and image retrieval in web data
43. Power law distributions in information retrieval
44. Efficient private information retrieval over unsynchronized databases
45. Does the traditional thesaurus have a place in modern information retrieval?
46. Project-based as-needed information retrieval from unstructured AEC documents
47. The benefits of magnitude estimation relevance assessments for information retrieval evaluation
48. An ontology-based approach to information retrieval
49. Knowledge organisation and its role in multimedia information retrieval
50. Formal concept analysis and information retrieval–a survey
51. Using term location information to enhance probabilistic information retrieval
52. Toward word embedding for personalized information retrieval
53. Arabic cross-language information retrieval: a review
54. Care episode retrieval: distributional semantic models for information retrieval in the clinical domain
55. Entropy optimized feature-based bag-of-words representation for information retrieval
56. Visual information retrieval: The state of the art
57. Semi-Supervised Information Retrieval System for Clinical Decision Support.
58. Dynamic information retrieval: Theoretical framework and application
59. When time meets information retrieval: Past proposals, current plans and future trends
60. Rosf: Leveraging information retrieval and supervised learning for recommending code snippets
61. GeoPAT: A toolbox for pattern-based information retrieval from large geospatial databases
62. Blind interference alignment for private information retrieval
63. An IOT by information retrieval approach: Smart lights controlled using WiFi
64. Predicting users’ domain knowledge in information retrieval using multiple regression analysis of search behaviors
65. A study of the use of simulated work task situations in interactive information retrieval evaluations: A meta-evaluation
66. A geometric framework for data fusion in information retrieval
67. Non-compositional term dependence for information retrieval
68. Dajee: A dataset of joint educational entities for information retrieval in technology enhanced learning
69. Health, food and user’s profile ontologies for personalized information retrieval
70. An automatic methodology to evaluate personalized information retrieval systems
71. Online information retrieval for language learning
72. Understanding tourists’ collaborative information retrieval behavior to inform design
73. Information retrieval evaluation using test collections
74. Information retrieval approach to meta-visualization
75. Interactive information retrieval: an evaluation perspective
76. An information retrieval-based system for multi-domain sentiment analysis
77. Towards Music Imagery Information Retrieval: Introducing the OpenMIIR Dataset of EEG Recordings from Music Perception and Imagination.
78. Combining bibliometrics and information retrieval: Preface
79. An analysis of age, technology usage, and cognitive characteristics within information retrieval tasks
80. Optimal Rate Private Information Retrieval from Homomorphic Encryption.
81. Combining indexing units for arabic information retrieval
82. The IR Task at the CLEF eHealth evaluation lab 2016: user-centred health information retrieval
83. Cluster-based polyrepresentation as science modelling approach for information retrieval
84. A process model for information retrieval context learning and knowledge discovery
85. Domain ontology driven fuzzy semantic information retrieval
86. The symbiotic relationship between information retrieval and informetrics
87. Users’ music information needs and behaviors: Design implications for music information retrieval systems
88. Feature location in models through a genetic algorithm driven by information retrieval techniques
89. Evaluation of information retrieval: Precision and recall
90. A Part-Of-Speech term weighting scheme for biomedical information retrieval
91. Comparative analysis of data mining tools and techniques for information retrieval
92. Key concept identification for medical information retrieval
93. Optically secured information retrieval using two authenticated phase-only masks
94. A Pólya urn document language model for improved information retrieval
95. A reproducibility study of information retrieval models
96. Odd and even point crossover based Tabu ga for data fusion in Information retrieval
97. Fairness in information retrieval
98. Cross lingual information retrieval (CLIR): Review of tools, challenges and translation approaches
99. Improving information retrieval in functional analysis
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