I3R: a new approach to the design of document retrieval systems
Journal of the American Society for Information Science
Recent trends in hierarchic document clustering: a critical review
Information Processing and Management: an International Journal
Automatic text processing
Evaluation of an inference network-based retrieval model
ACM Transactions on Information Systems (TOIS) - Special issue on research and development in information retrieval
An evaluation of phrasal and clustered representations on a text categorization task
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Constant interaction-time scatter/gather browsing of very large document collections
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
Document analysis for visualization
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
A case for interaction: a study of interactive information retrieval behavior and effectiveness
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Query expansion using local and global document analysis
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Reexamining the cluster hypothesis: scatter/gather on retrieval results
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Incremental relevance feedback for information filtering
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
The cluster hypothesis revisited
SIGIR '85 Proceedings of the 8th annual international ACM SIGIR conference on Research and development in information retrieval
Building hypertext using information retrieval
Information Processing and Management: an International Journal - Special issue: methods and tools for the automatic construction of hypertext
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Relevance and reinforcement in interactive browsing
Proceedings of the ninth international conference on Information and knowledge management
Information Retrieval
Interactive information organization: techniques and evaluation
Interactive information organization: techniques and evaluation
Detecting and Browsing Events in Unstructured text
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Using part-of-speech patterns to reduce query ambiguity
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Flexible intrinsic evaluation of hierarchical clustering for TDT
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Cross-lingual C*ST*RD: English access to Hindi information
ACM Transactions on Asian Language Information Processing (TALIP)
Multidocument summarization: An added value to clustering in interactive retrieval
ACM Transactions on Information Systems (TOIS)
Interactive Information Retrieval Using Clustering and Spatial Proximity
User Modeling and User-Adapted Interaction
Cluster-based retrieval using language models
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Improving search results with data mining in a thematic search engine
Computers and Operations Research
PageRank without hyperlinks: structural re-ranking using links induced by language models
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
A search result clustering method using informatively named entities
Proceedings of the 7th annual ACM international workshop on Web information and data management
Query reformulation using automatically generated query concepts from a document space
Information Processing and Management: an International Journal
Construction of query concepts based on feature clustering of documents
Information Retrieval
Respect my authority!: HITS without hyperlinks, utilizing cluster-based language models
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Testing the cluster hypothesis in distributed information retrieval
Information Processing and Management: an International Journal
Tracking dragon-hunters with language models
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
On the community-based explanation of search results
Proceedings of the 12th international conference on Intelligent user interfaces
TUBE (Text-cUBE) for discovering documentary evidence of associations among entities
Proceedings of the 2007 ACM symposium on Applied computing
Clustering support for automated tracing
Proceedings of the twenty-second IEEE/ACM international conference on Automated software engineering
Topic structure mining using temporal co-occurrence
Proceedings of the 2nd international conference on Ubiquitous information management and communication
A weight-based approach to information retrieval and relevance feedback
Expert Systems with Applications: An International Journal
The opposite of smoothing: a language model approach to ranking query-specific document clusters
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
A rank-aggregation approach to searching for optimal query-specific clusters
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Using Text Segmentation to Enhance the Cluster Hypothesis
AIMSA '08 Proceedings of the 13th international conference on Artificial Intelligence: Methodology, Systems, and Applications
Supporting collaborative task management in e-mail
Human-Computer Interaction
Clusters, language models, and ad hoc information retrieval
ACM Transactions on Information Systems (TOIS)
A survey of Web clustering engines
ACM Computing Surveys (CSUR)
Re-ranking search results using language models of query-specific clusters
Information Retrieval
A joint information model for n-best ranking
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Internet search: Subdivision-based interactive query expansion and the soft semantic web
Applied Soft Computing
Usage based effectiveness measures: monitoring application performance in information retrieval
Proceedings of the 18th ACM conference on Information and knowledge management
Query reformulation using automatically generated query concepts from a document space
Information Processing and Management: an International Journal
Traveling among clusters: a way to reconsider the benefits of the cluster hypothesis
Proceedings of the 2010 ACM Symposium on Applied Computing
Query-oriented clustering: a multi-objective approach
Proceedings of the 2010 ACM Symposium on Applied Computing
Intrusion detection and identification system using data mining and forensic techniques
IWSEC'07 Proceedings of the Security 2nd international conference on Advances in information and computer security
Evaluating text representations for retrieval of the best group of documents
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Geometric representations for multiple documents
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
PageRank without hyperlinks: Structural reranking using links induced by language models
ACM Transactions on Information Systems (TOIS)
Collective taxonomizing: A collaborative approach to organizing document repositories
Decision Support Systems
A time-efficient pattern reduction algorithm for k-means clustering
Information Sciences: an International Journal
Making interval-based clustering rank-aware
Proceedings of the 14th International Conference on Extending Database Technology
Semantic analysis and classification method for customer enquiries in telecommunication services
Engineering Applications of Artificial Intelligence
The opposite of smoothing: a language model approach to ranking query-specific document clusters
Journal of Artificial Intelligence Research
Interactive sense feedback for difficult queries
Proceedings of the 20th ACM international conference on Information and knowledge management
Retrieval based on combining language models with clustering
CIS'04 Proceedings of the First international conference on Computational and Information Science
Pseudo relevance feedback based on iterative probabilistic one-class SVMs in web image retrieval
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
Topic structure mining for document sets using graph-based analysis
DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
Further experiments in case-based collaborative web search
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
The optimum clustering framework: implementing the cluster hypothesis
Information Retrieval
Digital Investigation: The International Journal of Digital Forensics & Incident Response
Identifying archetypal perspectives in news articles
BCS-HCI '12 Proceedings of the 26th Annual BCS Interaction Specialist Group Conference on People and Computers
Query-performance prediction and cluster ranking: two sides of the same coin
Proceedings of the 21st ACM international conference on Information and knowledge management
An elastic net clustering algorithm for non-linearly separable data
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part I
Ranking document clusters using markov random fields
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
A general evaluation measure for document organization tasks
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
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We consider the problem of organizing and browsing the top ranked portion of the documents returned by an information retrieval system. We study the effectiveness of a document organization in helping a user to locate the relevant material among the retrieved documents as quickly as possible. In this context we examine a set of clustering algorithms and experimentally show that a clustering of the retrieved documents can be significantly more effective than traditional ranked list approach. We also show that the clustering approach can be as effective as the interactive relevance feedback based on query expansion while retaining an important advantage -- it provides the user with a valuable sense of control over the feedback process.