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Advances in Information Retrieval

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Cover of 'Advances in Information Retrieval'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 IR Research: Systems, Interaction, Evaluation and Theories
  3. Altmetric Badge
    Chapter 2 Ad Retrieval Systems in vitro and in vivo : Knowledge-Based Approaches to Computational Advertising
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    Chapter 3 The Value of User Feedback
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    Chapter 4 Text Classification for a Large-Scale Taxonomy Using Dynamically Mixed Local and Global Models for a Node
  6. Altmetric Badge
    Chapter 5 User-Related Tag Expansion for Web Document Clustering
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    Chapter 6 A Comparative Experimental Assessment of a Threshold Selection Algorithm in Hierarchical Text Categorization
  8. Altmetric Badge
    Chapter 7 Improving Tag-Based Recommendation by Topic Diversification
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    Chapter 8 A Joint Model of Feature Mining and Sentiment Analysis for Product Review Rating
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    Chapter 9 Modeling Answerer Behavior in Collaborative Question Answering Systems
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    Chapter 10 Clash of the Typings
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    Chapter 11 Are Semantically Related Links More Effective for Retrieval?
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    Chapter 12 Caching for Realtime Search
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    Chapter 13 Enhancing Deniability against Query-Logs
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    Chapter 14 On the Contributions of Topics to System Evaluation
  16. Altmetric Badge
    Chapter 15 A Methodology for Evaluating Aggregated Search Results
  17. Altmetric Badge
    Chapter 16 Design and Implementation of Relevance Assessments Using Crowdsourcing
  18. Altmetric Badge
    Chapter 17 In Search of Quality in Crowdsourcing for Search Engine Evaluation
  19. Altmetric Badge
    Chapter 18 Summarizing a Document Stream
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    Chapter 19 A Link Prediction Approach to Recommendations in Large-Scale User-Generated Content Systems
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    Chapter 20 Topic Classification in Social Media Using Metadata from Hyperlinked Objects
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    Chapter 21 Peddling or Creating? Investigating the Role of Twitter in News Reporting
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    Chapter 22 Latent Sentiment Model for Weakly-Supervised Cross-Lingual Sentiment Classification
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    Chapter 23 Fractional Similarity: Cross-Lingual Feature Selection for Search
  25. Altmetric Badge
    Chapter 24 Is a Query Worth Translating: Ask the Users!
  26. Altmetric Badge
    Chapter 25 Balancing Exploration and Exploitation in Learning to Rank Online
  27. Altmetric Badge
    Chapter 26 Advances in Information Retrieval
  28. Altmetric Badge
    Chapter 27 The Limits of Retrieval Effectiveness
  29. Altmetric Badge
    Chapter 28 Learning Conditional Random Fields from Unaligned Data for Natural Language Understanding
  30. Altmetric Badge
    Chapter 29 Subspace Tracking for Latent Semantic Analysis
  31. Altmetric Badge
    Chapter 30 Text Retrieval Methods for Item Ranking in Collaborative Filtering
  32. Altmetric Badge
    Chapter 31 Classifying with Co-stems
  33. Altmetric Badge
    Chapter 32 Interactive Trademark Image Retrieval by Fusing Semantic and Visual Content
  34. Altmetric Badge
    Chapter 33 Dynamic Two-Stage Image Retrieval from Large Multimodal Databases
  35. Altmetric Badge
    Chapter 34 Comparing Twitter and Traditional Media Using Topic Models
  36. Altmetric Badge
    Chapter 35 Exploiting Thread Structures to Improve Smoothing of Language Models for Forum Post Retrieval
  37. Altmetric Badge
    Chapter 36 Incorporating Query Expansion and Quality Indicators in Searching Microblog Posts
  38. Altmetric Badge
    Chapter 37 Discovering Fine-Grained Sentiment with Latent Variable Structured Prediction Models
  39. Altmetric Badge
    Chapter 38 Combining Global and Local Semantic Contexts for Improving Biomedical Information Retrieval
  40. Altmetric Badge
    Chapter 39 Smoothing Click Counts for Aggregated Vertical Search
  41. Altmetric Badge
    Chapter 40 Automatic People Tagging for Expertise Profiling in the Enterprise
  42. Altmetric Badge
    Chapter 41 Text Classification: A Sequential Reading Approach
  43. Altmetric Badge
    Chapter 42 Domain Adaptation for Text Categorization by Feature Labeling
  44. Altmetric Badge
    Chapter 43 TEMPER: A Temporal Relevance Feedback Method
  45. Altmetric Badge
    Chapter 44 Terms of a Feather: Content-Based News Recommendation and Discovery Using Twitter
  46. Altmetric Badge
    Chapter 45 Topical and Structural Linkage in Wikipedia
  47. Altmetric Badge
    Chapter 46 An Analysis of Time-Instability in Web Search Results
  48. Altmetric Badge
    Chapter 47 Rules of Thumb for Information Acquisition from Large and Redundant Data
  49. Altmetric Badge
    Chapter 48 Bringing Why-QA to Web Search
  50. Altmetric Badge
    Chapter 49 The Power of Peers
  51. Altmetric Badge
    Chapter 50 Introducing the User-over-Ranking Hypothesis
  52. Altmetric Badge
    Chapter 51 Second Chance: A Hybrid Approach for Dynamic Result Caching in Search Engines
  53. Altmetric Badge
    Chapter 52 Learning Models for Ranking Aggregates
  54. Altmetric Badge
    Chapter 53 Efficient Compressed Inverted Index Skipping for Disjunctive Text-Queries
  55. Altmetric Badge
    Chapter 54 Within-Document Term-Based Index Pruning with Statistical Hypothesis Testing
  56. Altmetric Badge
    Chapter 55 SkipBlock: Self-indexing for Block-Based Inverted List
  57. Altmetric Badge
    Chapter 56 Weight-Based Boosting Model for Cross-Domain Relevance Ranking Adaptation
  58. Altmetric Badge
    Chapter 57 Advances in Information Retrieval
  59. Altmetric Badge
    Chapter 58 A User-Oriented Model for Expert Finding
  60. Altmetric Badge
    Chapter 59 Simulating Simple and Fallible Relevance Feedback
  61. Altmetric Badge
    Chapter 60 AutoEval: An Evaluation Methodology for Evaluating Query Suggestions Using Query Logs
  62. Altmetric Badge
    Chapter 61 To Seek, Perchance to Fail: Expressions of User Needs in Internet Video Search
  63. Altmetric Badge
    Chapter 62 Passage Reranking for Question Answering Using Syntactic Structures and Answer Types
  64. Altmetric Badge
    Chapter 63 An Iterative Approach to Text Segmentation
  65. Altmetric Badge
    Chapter 64 Improving Query Focused Summarization Using Look-Ahead Strategy
  66. Altmetric Badge
    Chapter 65 A Generalized Method for Word Sense Disambiguation Based on Wikipedia
  67. Altmetric Badge
    Chapter 66 Representing Document Lengths with Identifiers
  68. Altmetric Badge
    Chapter 67 Free-Text Search versus Complex Web Forms
  69. Altmetric Badge
    Chapter 68 Multilingual Log Analysis: LogCLEF
  70. Altmetric Badge
    Chapter 69 A Large-Scale System Evaluation on Component-Level
  71. Altmetric Badge
    Chapter 70 Should MT Systems Be Used as Black Boxes in CLIR?
  72. Altmetric Badge
    Chapter 71 Video Retrieval Based on Words-of-Interest Selection
  73. Altmetric Badge
    Chapter 72 Classic Children’s Literature - Difficult to Read?
  74. Altmetric Badge
    Chapter 73 Applying Machine Learning Diversity Metrics to Data Fusion in Information Retrieval
  75. Altmetric Badge
    Chapter 74 Reranking Collaborative Filtering with Multiple Self-contained Modalities
  76. Altmetric Badge
    Chapter 75 How Far Are We in Trust-Aware Recommendation?
  77. Altmetric Badge
    Chapter 76 Re-ranking for Multimedia Indexing and Retrieval
  78. Altmetric Badge
    Chapter 77 Combining Query Translation Techniques to Improve Cross-Language Information Retrieval
  79. Altmetric Badge
    Chapter 78 Back to the Roots: Mean-Variance Analysis of Relevance Estimations
  80. Altmetric Badge
    Chapter 79 A Novel Re-ranking Approach Inspired by Quantum Measurement
  81. Altmetric Badge
    Chapter 80 Simple vs. Sophisticated Approaches for Patent Prior-Art Search
  82. Altmetric Badge
    Chapter 81 Towards Quantum-Based DB+IR Processing Based on the Principle of Polyrepresentation
  83. Altmetric Badge
    Chapter 82 ATTention: Understanding Authors and Topics in Context of Temporal Evolution
  84. Altmetric Badge
    Chapter 83 Role of Emotional Features in Collaborative Recommendation
  85. Altmetric Badge
    Chapter 84 The Importance of the Depth for Text-Image Selection Strategy in Learning-To-Rank
  86. Altmetric Badge
    Chapter 85 Personal Blog Retrieval Using Opinion Features
  87. Altmetric Badge
    Chapter 86 Processing Queries in Session in a Quantum-Inspired IR Framework
  88. Altmetric Badge
    Chapter 87 Towards Predicting Relevance Using a Quantum-Like Framework
  89. Altmetric Badge
    Chapter 88 Fusion vs. Two-Stage for Multimodal Retrieval
  90. Altmetric Badge
    Chapter 89 Combination of Feature Selection Methods for Text Categorisation
  91. Altmetric Badge
    Chapter 90 Time-Surfer: Time-Based Graphical Access to Document Content
  92. Altmetric Badge
    Chapter 91 ARES: A Retrieval Engine Based on Sentiments
  93. Altmetric Badge
    Chapter 92 Advances in Information Retrieval
  94. Altmetric Badge
    Chapter 93 Conversation Retrieval from Twitter
  95. Altmetric Badge
    Chapter 94 Finding Useful Users on Twitter: Twittomender the Followee Recommender
  96. Altmetric Badge
    Chapter 95 Visual Exploration of Health Information for Children
Attention for Chapter 34: Comparing Twitter and Traditional Media Using Topic Models
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About this Attention Score

  • In the top 5% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (98th percentile)
  • High Attention Score compared to outputs of the same age and source (99th percentile)

Mentioned by

news
7 news outlets

Citations

dimensions_citation
10 Dimensions

Readers on

mendeley
930 Mendeley
citeulike
1 CiteULike
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Chapter title
Comparing Twitter and Traditional Media Using Topic Models
Chapter number 34
Book title
Advances in Information Retrieval
Published in
Lecture notes in computer science, January 2011
DOI 10.1007/978-3-642-20161-5_34
Book ISBNs
978-3-64-220160-8, 978-3-64-220161-5
Authors

Wayne Xin Zhao, Jing Jiang, Jianshu Weng, Jing He, Ee-Peng Lim, Hongfei Yan, Xiaoming Li, Zhao, Wayne Xin, Jiang, Jing, Weng, Jianshu, He, Jing, Lim, Ee-Peng, Yan, Hongfei, Li, Xiaoming

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 930 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United States 14 2%
United Kingdom 9 <1%
Germany 7 <1%
Switzerland 5 <1%
China 5 <1%
Spain 4 <1%
Japan 4 <1%
Netherlands 3 <1%
Malaysia 2 <1%
Other 22 2%
Unknown 855 92%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 249 27%
Student > Master 195 21%
Student > Bachelor 85 9%
Researcher 82 9%
Student > Doctoral Student 42 5%
Other 135 15%
Unknown 142 15%
Readers by discipline Count As %
Computer Science 454 49%
Social Sciences 115 12%
Business, Management and Accounting 44 5%
Engineering 36 4%
Arts and Humanities 15 2%
Other 103 11%
Unknown 163 18%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 53. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 03 July 2020.
All research outputs
#724,983
of 23,923,403 outputs
Outputs from Lecture notes in computer science
#86
of 8,168 outputs
Outputs of similar age
#3,216
of 186,457 outputs
Outputs of similar age from Lecture notes in computer science
#3
of 317 outputs
Altmetric has tracked 23,923,403 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 96th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 8,168 research outputs from this source. They typically receive a little more attention than average, with a mean Attention Score of 5.1. This one has done particularly well, scoring higher than 98% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 186,457 tracked outputs that were published within six weeks on either side of this one in any source. This one has done particularly well, scoring higher than 98% of its contemporaries.
We're also able to compare this research output to 317 others from the same source and published within six weeks on either side of this one. This one has done particularly well, scoring higher than 99% of its contemporaries.