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A large-scale evaluation and analysis of personalized search strategies

https://doi.org/10.1145/1242572.1242651
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1016/s0306-4573(99)00056-4openalex-snapshot
Real life, real users, and real needs: a study and analysis of user queries on the web
inferredcites →https://doi.org/10.1109/hicss.2002.993981openalex-snapshot
Persona: a contextualized and personalized web search
inferredcites →https://doi.org/10.1109/infcom.2002.1019374openalex-snapshot
Locality in search engine queries and its implications for caching
inferredcites →https://doi.org/10.1109/tai.1999.809829openalex-snapshot
Ontology based personalized search
inferredcites →https://doi.org/10.1109/wi.2005.114openalex-snapshot
Personalized Search Based on User Search Histories
inferredcites →https://doi.org/10.1145/1008992.1009048openalex-snapshot
Hourly analysis of a very large topically categorized web query log
inferredcites →https://doi.org/10.1145/1060745.1060803openalex-snapshot
CubeSVD
inferredcites →https://doi.org/10.1145/1060745.1060804openalex-snapshot
Automatic identification of user goals in Web search
inferredcites →https://doi.org/10.1145/1062745.1062760openalex-snapshot
A personalized search engine based on web-snippet hierarchical clustering
inferredcites →https://doi.org/10.1145/1076034.1076045openalex-snapshot
Context-sensitive information retrieval using implicit feedback
inferredcites →https://doi.org/10.1145/1076034.1076067openalex-snapshot
Using ODP metadata to personalize search
inferredcites →https://doi.org/10.1145/1076034.1076111openalex-snapshot
Personalizing search via automated analysis of interests and activities
inferredcites →https://doi.org/10.1145/1099554.1099747openalex-snapshot
Implicit user modeling for personalized search
inferredcites →https://doi.org/10.1145/1117454.1117466openalex-snapshot
KDD CUP-2005 report
inferredcites →https://doi.org/10.1145/1117454.1117467openalex-snapshot
Q 2 C@UST
inferredcites →https://doi.org/10.1145/1135777.1135883openalex-snapshot
Automatic identification of user interest for personalized search
inferredcites →https://doi.org/10.1145/1148170.1148326openalex-snapshot
History repeats itself
inferredcites →https://doi.org/10.1145/1150402.1150493openalex-snapshot
Mining long-term search history to improve search accuracy
inferredcites →https://doi.org/10.1145/1150402.1150497openalex-snapshot
A large-scale analysis of query logs for assessing personalization opportunities
inferredcites →https://doi.org/10.1145/1183614.1183658openalex-snapshot
Summarizing local context to personalize global web search
inferredcites →https://doi.org/10.1145/146802.146810openalex-snapshot
Lexical ambiguity and information retrieval
inferredcites →https://doi.org/10.1145/281250.281253openalex-snapshot
Real life information retrieval: a study of user queries on the Web
inferredcites →https://doi.org/10.1145/331403.331405openalex-snapshot
Analysis of a very large web search engine query log
inferredcites →https://doi.org/10.1145/371920.372165openalex-snapshot
Rank aggregation methods for the Web
inferredcites →https://doi.org/10.1145/511446.511513openalex-snapshot
Topic-sensitive PageRank
inferredcites →https://doi.org/10.1145/567498.567526openalex-snapshot
Personalized search
inferredcites →https://doi.org/10.1145/584792.584884openalex-snapshot
Personalized web search by mapping user queries to categories
inferredcites →https://doi.org/10.1145/775152.775191openalex-snapshot
Scaling personalized web search
inferredcites →https://doi.org/10.1145/792550.792552openalex-snapshot
A taxonomy of web search
inferredcites →https://doi.org/10.1145/988672.988764openalex-snapshot
Adaptive web search based on user profile constructed without any effort from users
inferredcites →https://doi.org/10.3115/1289189.1289266openalex-snapshot
Quantifying query ambiguity
inferredcites →https://doi.org/10.48550/arxiv.1301.7363openalex-snapshot
Empirical Analysis of Predictive Algorithms for Collaborative Filtering

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Big Data and Competition Policy: Market Power, Personalised Pricing and Advertising
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The Effect of Big Data on Recommendation Quality. The Example of Internet Search
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The Effect of Big Data on Recommendation Quality: The Example of Internet Search
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A Personalized URL Re-ranking Method using Psychological User Browsing Characteristics
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Tailoring Access to Content
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Personalized search: Integrating collaboration and social networks
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Real‐time user interest modeling for real‐time ranking
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Behavior‐based personalization in web search
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Understanding an enriched multidimensional user relevance model by analyzing query logs
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Personalization in text information retrieval: A survey
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A framework for the massive knowledge Web
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Iterative Refinement Methods for Enhanced Information Retrieval
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Analysis and automatic classification of web search queries for diversification requirements
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Users' views on country‐specific search engine results
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Personalized Web Search
inferred← citeshttps://doi.org/10.1007/978-1-4614-8806-4_25openalex-snapshot
Location-Based Games for Citizen Computation
inferred← citeshttps://doi.org/10.1007/978-1-4899-7993-3_267-2openalex-snapshot
Personalized Web Search
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PrivacySearch: An End-User and Query Generalization Tool for Privacy Enhancement in Web Search
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A Personalized Task Recommendation System for Vocabulary Learning Based on Readability and Diversity
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Improving News Personalization Through Search Logs
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Query Intent Understanding
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Randomised Controlled Cross-Over Trial Measuring Brain-Computer Interface Metrics to Characterise the User Experience of Search Engines When Ambiguous Search Queries Are Used
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Interaction-Based Document Matching for Implicit Search Result Diversification
inferred← citeshttps://doi.org/10.1007/978-3-030-98012-2_51openalex-snapshot
The Value of Brain-Computer Interface Measurements When Using Ambiguous Search Queries
inferred← citeshttps://doi.org/10.1007/978-3-031-75823-2_11openalex-snapshot
Towards Personalized Similarity Search for Vector Databases
inferred← citeshttps://doi.org/10.1007/978-3-031-94600-4_9openalex-snapshot
Integration Deep Learning Models Into Personalized Search
inferred← citeshttps://doi.org/10.1007/978-3-319-04918-2_13openalex-snapshot
Exposing Inconsistent Web Search Results with Bobble
inferred← citeshttps://doi.org/10.1007/978-3-319-06028-6_17openalex-snapshot
Personalizing Aggregated Search
inferred← citeshttps://doi.org/10.1007/978-3-319-08786-3_10openalex-snapshot
Time-Sensitive User Profile for Optimizing Search Personlization
inferred← citeshttps://doi.org/10.1007/978-3-319-11382-1_8openalex-snapshot
A Study of Personalised Medical Literature Search
inferred← citeshttps://doi.org/10.1007/978-3-319-11508-5_26openalex-snapshot
Improving Personalized Search on the Social Web Based on Similarities between Users
inferred← citeshttps://doi.org/10.1007/978-3-319-11629-7_31openalex-snapshot
Personalized Web Search Ranking Based on Different Information Resources
inferred← citeshttps://doi.org/10.1007/978-3-319-12511-4_5openalex-snapshot
21st Century Search and Recommendation: Exploiting Personalisation and Social Media
inferred← citeshttps://doi.org/10.1007/978-3-319-12844-3_14openalex-snapshot
Personalizing Web Search Results Based on Subspace Projection
inferred← citeshttps://doi.org/10.1007/978-3-319-16354-3_1openalex-snapshot
Towards Query Level Resource Weighting for Diversified Query Expansion
inferred← citeshttps://doi.org/10.1007/978-3-319-16354-3_67openalex-snapshot
Temporal Latent Topic User Profiles for Search Personalisation
inferred← citeshttps://doi.org/10.1007/978-3-319-25207-0_21openalex-snapshot
How Different Features Contribute to the Session Search?
inferred← citeshttps://doi.org/10.1007/978-3-319-41009-8_64openalex-snapshot
Combining Query Ambiguity and Query-URL Strength for Log-Based Query Suggestion
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Axiomatic Term-Based Personalized Query Expansion Using Bookmarking System
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Use of Microblog Behavior Data in a Language Modeling Framework to Enhance Web Search Personalization
inferred← citeshttps://doi.org/10.1007/978-3-319-59288-6_37openalex-snapshot
Exploring External Knowledge Base for Personalized Search in Collaborative Tagging Systems
inferred← citeshttps://doi.org/10.1007/978-3-319-93417-4_30openalex-snapshot
Multiple Models for Recommending Temporal Aspects of Entities
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Investigating the Dynamic Decision Mechanisms of Users’ Relevance Judgment for Information Retrieval via Log Analysis
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Another Face of Search Engine: Web Search API’s
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Privacy-Enhanced Web Personalization
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A Personalized URL Re-ranking Methodology Using User’s Browsing Behavior
inferred← citeshttps://doi.org/10.1007/978-3-540-89197-0_78openalex-snapshot
Personalized Search Using ODP-based User Profiles Created from User Bookmark
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Finding My Needle in the Haystack: Effective Personalized Re-ranking of Search Results in Prospector
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Learning to Disambiguate Search Queries from Short Sessions
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Query Disambiguation Based on Novelty and Similarity User’s Feedback
inferred← citeshttps://doi.org/10.1007/978-3-642-17616-6_45openalex-snapshot
Personalized Resource Search by Tag-Based User Profile and Resource Profile
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Learning to Advertise: How Many Ads Are Enough?
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Exploring Ant Colony Optimisation for Adaptive Interactive Search
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A Combination Ranking Model for Research Paper Social Bookmarking Systems
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A Web Browsing Behavior Recording System
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Extracting and Ranking Relevant Terms of Personalized Search Query
inferred← citeshttps://doi.org/10.1007/978-3-642-28082-5_14openalex-snapshot
A Multi-factor Tag-Based Personalized Search
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Exploiting Extended Search Sessions for Recommending Search Experiences in the Social Web
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Information Retrieval from Heterogeneous Knowledge Sources Based on Multi-agent System
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The Impact of Spatial Resolution and Representation on Human Mobility Predictability
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Building Rich User Search Queries Profiles
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Predictors of Users’ Willingness to Personalize Web Search
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Estimating Intent Types for Search Result Diversification
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Estimating Credibility of User Clicks with Mouse Movement and Eye-Tracking Information
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Personalized Web Page Recommendation Using a Graph-Based Approach to Implicitly Find Influential Users
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Understanding Relevance Judgment in Users’ Information Retrieval Behaviour: A Study Based on Library Logs and the MURM
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Personalized Ranking Mechanism Using Yandex Dataset on Machine Learning Approaches
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Improving Information Retrieval Task with Asymmetric Divergence from Randomness in Query Expansion
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Enhancing Sequence Representation for Personalized Search
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Exclusively Your’s: Dynamic Individuate Search by Extending User Profile
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Towards a graph-based user profile modeling for a session-based personalized search
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How to personalize and whether to personalize? Candidate documents decide
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A novel framework to facilitate personalized web search in a dual mode
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Supporting the discoverability of open educational resources
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Improving search via personalized query expansion using social media
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Low-cost, bottom-up measures for evaluating search result diversification
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DeepQFM: a deep learning based query facets mining method
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Predicting IR personalization performance using pre-retrieval query predictors
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Relational retrieval using a combination of path-constrained random walks
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Adaptive architecture based on agents for assessing a web application
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Search personalization through query and page topical analysis
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An automatic methodology to evaluate personalized information retrieval systems
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Learning Query Ambiguity Models by Using Search Logs
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Community-Aware Resource Profiling for Personalized Search in Folksonomy
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Search Result Diversification Based on Query Facets
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Learning query ambiguity models by using search logs
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Deep learning methods for LSTM-based personalized search: a comparative analysis
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Providing a Personalization Model Based on Fuzzy Topic Modeling
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ALGAN: Time Series Anomaly Detection with Adjusted-LSTM GAN
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Current Trends and Future Prospects of Large-Scale Foundation Model in K-12 Education
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Relevance Ranking for Vertical Search Engines
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An ecosystem for personal knowledge graphs: A survey and research roadmap
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Supporting inter-topic entity search for biomedical Linked Data based on heterogeneous relationships
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A survey on socio-semantic information retrieval
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Internet scientific name frequency as an indicator of cultural salience of biodiversity
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An attentive self-organizing neural model for text mining
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Dynamic user profiles for web personalisation
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Personalized query evaluation in ring-based P2P networks
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Exploiting social bookmarking services to build clustered user interest profile for personalized search
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Exploiting search history of users for news personalization
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Personalization of tagging systems
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Social summarization in collaborative web search
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Supporting exploratory video retrieval tasks with grouping and recommendation
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PERSON: Personalized information retrieval evaluation based on citation networks
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MeSHy: Mining unanticipated PubMed information using frequencies of occurrences and concurrences of MeSH terms
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Privacy enhancing technologies for solving the privacy-personalization paradox: Taxonomy and survey
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GSRDR-GAN: Global search result diversification ranking approach based on multi-head self-attention and GAN
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Exploring personalized searches using tag-based user profiles and resource profiles in folksonomy
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An adaptive contextual quantum language model
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Towards a user model for personalized recommendations in work-integrated learning: A report on an experimental study with a collaborative tagging system
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Client Side Privacy Protection Using Personalized Web Search
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E-commerce Personalization with Elasticsearch
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User Search Goals Evaluation with Feedback Sessions
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Mapping queries to the Linking Open Data cloud: A case study using DBpedia
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BOTTARI: An Augmented Reality Mobile Application to Deliver Personalized and Location-Based Recommendations by Continuous Analysis of Social Media Streams
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Natural Monopolies in Digital Platform Markets
inferred← citeshttps://doi.org/10.1017/9781108867528.001openalex-snapshot
Introduction
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Technological Change and Natural Monopolies in Digital Industries
inferred← citeshttps://doi.org/10.1017/9781108867528.003openalex-snapshot
Horizontal Search
inferred← citeshttps://doi.org/10.1017/9781108867528.004openalex-snapshot
E-Commerce Marketplaces
inferred← citeshttps://doi.org/10.1017/9781108867528.005openalex-snapshot
Ride-Hailing Platforms
inferred← citeshttps://doi.org/10.1017/9781108867528.006openalex-snapshot
The Institutional Dimension of Alternative Policy Options
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Conclusion
inferred← citeshttps://doi.org/10.1017/9781108867528.008openalex-snapshot
Bibliography
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Index
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Breaking the loop: a human-centred vision for information retrieval systems that serve all users
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Abyss or Shelter? On the Relevance of Web Search Engines’ Search Results When People Google for Suicide
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A hybridized semantic trust-based framework for personalized web page recommendation
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The narrative approach to personalisation
inferred← citeshttps://doi.org/10.1080/1461670x.2019.1702892openalex-snapshot
Agent-based Testing: An Automated Approach toward Artificial Reactions to Human Behavior
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Combining the Best of Both Worlds: A Semantic Web Book Mashup as a Linked Data Service Over CMS Infrastructure
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A method to assess search engine results
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A Survey on Personalized PageRank Computation Algorithms
inferred← citeshttps://doi.org/10.1109/access.2022.3149929openalex-snapshot
Proxy-Terms Based Query Obfuscation Technique for Private Web Search
inferred← citeshttps://doi.org/10.1109/access.2023.3235000openalex-snapshot
Private Web Search Using Proxy-Query Based Query Obfuscation Scheme
inferred← citeshttps://doi.org/10.1109/bigdata.2017.8258572openalex-snapshot
Personalized search with editable profiles
inferred← citeshttps://doi.org/10.1109/bigdata62323.2024.10826020openalex-snapshot
Multi-Modality Transformer for E-Commerce: Inferring User Purchase Intention to Bridge the Query-Product Gap
inferred← citeshttps://doi.org/10.1109/bigdata66926.2025.11402423openalex-snapshot
Taxonomy-Based Negative Sampling in Personalized Semantic Search for E-Commerce
inferred← citeshttps://doi.org/10.1109/csc.2011.6138552openalex-snapshot
Modeling user's preference in folksonomy for personalized search
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Personalized Approach for Mobile Search
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