Sihem Amer-Yahia | Academic Influence

Sihem Amer-Yahia's AcademicInfluence.com Rankings

Sihem Amer-Yahia

Computer Science

#9420

World Rank

#9894

Historical Rank

Information Technology

#80

World Rank

#81

Historical Rank

Database

#7770

World Rank

#8081

Historical Rank

computer-science Degrees

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Computer Science

Sihem Amer-Yahia's Degrees

PhD Computer Science Oran 1 University
Masters Computer Science Oran 1 University
Bachelors Computer Science Oran 1 University

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Why Is Sihem Amer-Yahia Influential?

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According to Wikipedia, Sihem Amer-Yahia is an Algerian-French-American computer scientist. She is a CNRS Research Director at the Laboratoire d’Informatique de Grenoble. She leads the SLIDE research team. Sihem Amer-Yahia works on data management, declarative languages and query processing algorithms. Her publication topics include crowdsourcing, computational complexity, data analysis, data handling, data visualisation, information science, and addresses new data management problems in emerging internet and big data applications.

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Sihem Amer-Yahia's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Group Recommendation: Semantics and Efficiency (2009) (385)
Automatic construction of travel itineraries using social breadcrumbs (2010) (332)
Minimization of tree pattern queries (2001) (265)
FleXPath: flexible structure and full-text querying for XML (2004) (241)
Tree Pattern Relaxation (2002) (207)
It takes variety to make a world: diversification in recommender systems (2009) (200)
Efficient Computation of Diverse Query Results (2008) (176)
Structure and Content Scoring for XML (2005) (161)
Texquery: a full-text search extension to xquery (2003) (151)
Task assignment optimization in knowledge-intensive crowdsourcing (2015) (145)
Tree pattern query minimization (2002) (127)
Efficient network aware search in collaborative tagging sites (2008) (127)
Adaptive processing of top-k queries in XML (2005) (107)
A Survey of General-Purpose Crowdsourcing Techniques (2016) (104)
A comprehensive solution to the XML-to-relational mapping problem (2004) (104)
Optimizing the Secure Evaluation of Twig Queries (2002) (96)
SocialScope: Enabling Information Discovery on Social Content Sites (2009) (92)
XML search: languages, INEX and scoring (2006) (88)
Tweet4act: Using incident-specific profiles for classifying crisis-related messages (2013) (84)
Constructing and exploring composite items (2010) (75)
Interactive itinerary planning (2011) (73)
Optimizing Queries on Compressed Bitmaps (2000) (73)
Report on the DB/IR panel at SIGMOD 2005 (2005) (73)
Recommendation Diversification Using Explanations (2009) (72)
ShreX: Managing XML Documents in Relational Databases (2004) (71)
Getting recommender systems to think outside the box (2009) (68)
Real-time recommendation of diverse related articles (2013) (68)
Challenges in Searching Online Communities (2007) (63)
Flexible and efficient XML search with complex full-text predicates (2006) (63)
Relevance and ranking in online dating systems (2010) (63)
Leveraging Tagging to Model User Interests in del.icio.us (2008) (60)
Constructing travel itineraries from tagged geo-temporal breadcrumbs (2010) (57)
Task Assignment Optimization in Collaborative Crowdsourcing (2015) (51)
Space efficiency in group recommendation (2010) (50)
MRI: Meaningful Interpretations of Collaborative Ratings (2011) (49)
PGLCM: efficient parallel mining of closed frequent gradual itemsets (2010) (48)
Composite Retrieval of Diverse and Complementary Bundles (2014) (44)
Worker Skill Estimation in Team-Based Tasks (2015) (43)
A Web-services architecture for efficient XML data exchange (2004) (38)
Health Monitoring on Social Media over Time (2016) (37)
Optimized group formation for solving collaborative tasks (2018) (36)
Interactive User Group Analysis (2015) (36)
Crowds, not Drones: Modeling Human Factors in Interactive Crowdsourcing (2013) (35)
Diverse near neighbor problem (2013) (33)
From del.icio.us to x.qui.site: recommendations in social tagging sites (2008) (32)
MAQSA: a system for social analytics on news (2012) (31)
Motivation-Aware Task Assignment in Crowdsourcing (2017) (31)
Exploiting group recommendation functions for flexible preferences (2014) (30)
Exploring Rated Datasets with Rating Maps (2017) (30)
GalaTex: a conformant implementation of the XQuery full-text language (2005) (29)
Personalized and Diverse Task Composition in Crowdsourcing (2018) (28)
XQuery Full-Text extensions explained (2006) (27)
Crowds, clouds, and algorithms: exploring the human side of "big data" applications (2010) (26)
XML Full-Text Search: Challenges and Opportunities (2005) (26)
Efficient sentiment correlation for large-scale demographics (2013) (25)
Who Tags What? An Analysis Framework (2012) (24)
Databases and Web 2.0 panel at VLDB 2007 (2008) (24)
Collaborative Crowdsourcing with Crowd4U (2016) (23)
MapRat: Meaningful Explanation, Interactive Exploration and Geo-Visualization of Collaborative Ratings (2012) (22)
Building community-centric information exploration applications on social content sites (2009) (22)
Storage Techniques and Mapping Schemas for XML (2003) (21)
Multi-Objective Group Discovery on the Social Web (2016) (20)
DB&IR integration (2008) (20)
Object Views and Updates (1996) (20)
A mapping schema and interface for XML stores (2002) (19)
Expressiveness and Performance of Full-Text Search Languages (2006) (19)
A TeXQuery-based XML full-text search engine (2004) (19)
Research response to coronavirus disease 2019 needed better coordination and collaboration: a living mapping of registered trials (2020) (18)
Optimization in Knowledge-Intensive Crowdsourcing (2014) (18)
Human Factors in Crowdsourcing (2016) (17)
Scalable Interactive Dynamic Graph Clustering on Multicore CPUs (2019) (17)
MRI (2011) (17)
Proceedings of the 15th International Conference on Extending Database Technology (2010) (17)
LIG-Doctor: Efficient patient trajectory prediction using bidirectional minimal gated-recurrent networks (2021) (17)
Phrase Matching in XML (2003) (16)
Task Composition in Crowdsourcing (2016) (16)
TopPI: An efficient algorithm for item-centric mining (2016) (15)
Distributed evaluation of network directory queries (2004) (15)
Guided exploration of user groups (2020) (15)
A declarative approach to optimize bulk loading into databases (2004) (15)
Group Recommendation with Temporal Affinities (2015) (15)
Testing Interestingness Measures in Practice: A Large-Scale Analysis of Buying Patterns (2016) (15)
Task Relevance and Diversity as Worker Motivation in Crowdsourcing (2018) (14)
Fairness and Transparency in Crowdsourcing (2017) (14)
Cohort Representation and Exploration (2018) (13)
Personalizing XML Search in PIMENTO (2007) (13)
Making interval-based clustering rank-aware (2011) (13)
An expressive framework and efficient algorithms for the analysis of collaborative tagging (2013) (13)
Complexity and algorithms for composite retrieval (2013) (11)
Jelly: A Language for Building Community-Centric Information Exploration Applications (2009) (11)
Evolutionary Active Constrained Clustering for Obstructive Sleep Apnea Analysis (2018) (11)
Building Representative Composite Items (2015) (11)
INODE: Building an End-to-End Data Exploration System in Practice [Extended Vision] (2021) (11)
Distributed Evaluation of Top-k Temporal Joins (2016) (11)
Incremental Density-Based Clustering on Multicore Processors (2020) (10)
Toward Worker-Centric Crowdsourcing (2016) (10)
Making AI Machines Work for Humans in FoW (2020) (10)
Techniques for storing XML (2002) (10)
A Generic and Flexible Framework for Mapping XML Documents into Relations (2004) (10)
User Group Analytics Survey and Research Opportunities (2020) (9)
Deployment strategies for crowdsourcing text creation (2017) (9)
Optimizing Peer Learning in Online Groups with Affinities (2019) (9)
PIX: exact and approximate phrase matching in XML (2003) (9)
Battling Predictability and Overconcentration in Recommender Systems (2009) (9)
Crowd4U: An Initiative for Constructing an Open Academic Crowdsourcing Network (2014) (9)
"The Whole Is Greater Than the Sum of Its Parts": Optimization in Collaborative Crowdsourcing (2015) (9)
XML retrieval: db/ir in theory, web in practice (2007) (8)
Approximate matching in XML (2003) (8)
Towards a Framework for Semantic Exploration of Frequent Patterns (2013) (8)
Recommendation Projects at Yahoo! (2011) (8)
Profile diversity in search and recommendation (2013) (8)
Exploring Fairness of Ranking in Online Job Marketplaces (2019) (8)
On Bounding-Schemas for LDAP Directories (2000) (7)
Bulk-Loading Techniques for Object Databases and an Application to Relational Data (1998) (7)
DORA THE EXPLORER: Exploring Very Large Data With Interactive Deep Reinforcement Learning (2021) (7)
User-Driven Geolocated Event Detection in Social Media (2019) (7)
An Extensive Investigation of Machine Learning Techniques for Sleep Apnea Screening (2020) (7)
User Group Analytics: Discovery, Exploration and Visualization (2018) (7)
Exploration of User Groups in VEXUS (2017) (7)
SOCLE: Towards a framework for data preparation in social applications (2014) (6)
Customizing Travel Packages with Interactive Composite Items (2017) (6)
DropLeaf: A precision farming smartphone tool for real-time quantification of pesticide application coverage (2021) (6)
Crowdsourcing Strategies for Text Creation Tasks (2017) (6)
Profile Diversity for Query Processing using User Recommendations (2015) (6)
User group analytics: hypothesis generation and exploratory analysis of user data (2018) (6)
COVIZ: A System for Visual Formation and Exploration of Patient Cohorts (2019) (5)
Task assignment optimization in knowledge-intensive crowdsourcing (2015) (5)
PIX: a system for phrase matching in XML documents: a demonstration (2003) (5)
Understanding Local Structure in Ranked Datasets (2013) (5)
Exploring Ratings in Subjective Databases (2021) (5)
Fairness of Scoring in Online Job Marketplaces (2020) (5)
Balancing Familiarity and Curiosity in Data Exploration with Deep Reinforcement Learning (2021) (5)
GroupTravel: Customizing Travel Packages for Groups (2019) (5)
Crowd Sourcing Literature Review in SUNFLOWER (2012) (5)
Scalable Active Temporal Constrained Clustering (2018) (5)
Colloquial region discovery for retail products: discovery and application (2017) (5)
Augmentation Techniques for Sequential Clinical Data to Improve Deep Learning Prediction Techniques (2020) (5)
Interactive Generation and Customization of Travel Packages for Individuals and Groups (2020) (5)
Data Pipelines for User Group Analytics (2019) (5)
FaiRank: An Interactive System to Explore Fairness of Ranking in Online Job Marketplaces (2019) (5)
Querying Temporal Drifts at Multiple Granularities (2015) (4)
Fairness in Online Jobs: A Case Study on TaskRabbit and Google (2020) (4)
Multi-Session Diversity to Improve User Satisfaction in Web Applications (2021) (4)
Logical and physical support for heterogeneous data (2002) (4)
Visual exploration of rating datasets and user groups (2020) (4)
Personalizing XML Text Search in PimenT (2005) (4)
Crowdsourcing Reliable Ratings for Underexposed Items (2016) (4)
DermaDL: Advanced Convolutional Neural Networks for Computer-Aided Skin-Lesion Classification (2021) (4)
LockX: a system for efficiently querying secure XML (2003) (4)
Scalable Active Constrained Clustering for Temporal Data (2018) (4)
Exploiting Diversification in Gossip-Based Recommendation (2014) (4)
Patient trajectory prediction in the Mimic-III dataset, challenges and pitfalls (2019) (4)
What does Web 2.0 have to do with databases? (2007) (4)
DermaDL: Advanced Convolutional Neural Networks for Automated Melanoma Detection (2020) (3)
Optimizing Tree Pattern Queries over Secure XML Databases (2007) (3)
Guided Exploration of Data Summaries (2022) (3)
A Comparative Evaluation of Top-N Recommendation Algorithms: Case Study with Total Customers (2020) (3)
Reviewing the Reviewers: Characterizing Biases and Competencies using Socially Meaningful Attributes (2008) (3)
Efficient top-k processing over query-dependent functions (2008) (3)
Rank-aware clustering of structured datasets (2009) (3)
Guided Task Planning Under Complex Constraints (2022) (3)
Leveraging communities in social content sites (2009) (3)
Recommending Deployment Strategies for Collaborative Tasks (2020) (3)
Online Lattice-Based Abstraction of User Groups (2017) (3)
Acquiring Reliable Ratings from the Crowd (2015) (2)
Proceedings of the 7th International Workshop on the Web and Databases: colocated with ACM SIGMOD/PODS 2004 (2004) (2)
Task Deployment Recommendation with Worker Availability (2020) (2)
Interactive Exploration of Composite Items (2018) (2)
An Efficient Greedy Algorithm for Sequence Recommendation (2019) (2)
Teaching Relational Optimizers About XML Processing (2004) (2)
Task Assignment Strategies for Crowd Worker Ability Improvement (2021) (2)
Temporal Analytics in Social Media (2018) (2)
Lig-Doctor: Real-World Clinical Prognosis using a Bi-Directional Neural Network (2020) (2)
I am complex: cluster me, don't just rank me (2011) (2)
Enabling Decision Support Through Ranking and Summarization of Association Rules for TOTAL Customers (2020) (2)
From Complex Object Exploration to Complex Crowdsourcing. (2015) (2)
A Bi-Objective Approach for Product Recommendations (2019) (2)
On the Completeness of Full-Text Search Languages (2003) (2)
Discovering characterizing regions for consumer products (2015) (2)
I am structured: Cluster Me, Don't Just Rank me (2011) (2)
SubDEx: Exploring Ratings in Subjective Databases (2021) (2)
Real-world Patient Trajectory Prediction from Clinical Notes Using Artificial Neural Networks and UMLS-Based Extraction of Concepts (2021) (2)
UserDEV: A Mixed-Initiative System for User Group Analytics (2019) (2)
An Approach to Diversify Entity Search Results (2014) (2)
Explicit Preference Elicitation for Task Completion Time (2018) (2)
Diversifying recommendations on sequences of sets (2022) (2)
Samba: A System for Secure Federated Multi-Armed Bandits (2022) (1)
Toward Interactive User Data Analytics (2017) (1)
Data Management to Social Science and Back in the Future of Work (2021) (1)
Online Detection of Topic Change in Social Posts (2014) (1)
Interactive Data-Driven Research: the place where databases and data mining research meet (2015) (1)
SoCRATe: a Framework for Compensating Users Over Time with Limited Availability Recommendations (2022) (1)
The Ever Evolving Online Labor Market: Overview, Challenges and Opportunities (2019) (1)
An ML-Powered Human Behavior Management System (2020) (1)
Human Factors in Data Science (2018) (1)
Eliciting Worker Preference for Task Completion (2018) (1)
XML publishing: look at siblings too! (2003) (1)
Birds of a tag flock together (2010) (1)
Implementing Linear Bandits in Off-the-Shelf SQLite (2022) (1)
Third int'l workshop on "personalized access, profile management, and context awareness in databases" (PersDB 2009) (2010) (1)
Crowdsourcing Analytics With CrowdCur (2018) (1)
Human-in-the-loop Big Data and AI: Connecting Theories and Practices for a Better Future of Work (NII Shonan Meeting 154) (2019) (1)
Database and XML Technologies, 4th International XML Database Symposium,XSym 2006, Seoul, Korea, September 10-11, 2006, Proceedings (2006) (1)
Human Factors Modeling in Crowdsourcing (2018) (1)
ECCO- A Framework for Ecological Data Collection and Management Involving Human Workers (2015) (1)
Thematic issue on data management for graphs (2019) (0)
DashBot: An ML-Guided Dashboard Generation System (2021) (0)
SubDEx: Exploring Ratings in Subjective Databases (Authors’ Copy) (2022) (0)
A generic framework for efficient computation of top-k diverse results (2022) (0)
Evolutionary Active Constrained Clustering for Obstructive Sleep Apnea Analysis (2018) (0)
User group analytics: hypothesis generation and exploratory analysis of user data (2018) (0)
Tutorials at The Web Conference 2023 (2023) (0)
Data Pipelines for Personalized Exploration of Rated Datasets (2020) (0)
User and Topic Analytics of the Social Web of News (2012) (0)
Front Matter: Letter from the Guest Editors (2013) (0)
Database and XML Technologies - XSym'06: 4th International XML Database Symposium, Seoul, Korea (2007) (0)
Profile Diversity for P2P Search and Recommendation (2013) (0)
CPAP Adherence Assessment via Gaussian Mixture Modeling of Telemonitored Apnea Therapy (2022) (0)
Real-Time Recommendation of Diverse Related (2013) (0)
FeReD: Federated Reinforcement Learning in the DBMS (2022) (0)
Diversity and Inclusion Activities in EGC - A 2022 Report (2022) (0)
Diversity and Inclusion Activities in Database Conferences (2022) (0)
Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), Athens, Greece, March 28, 2014 (2014) (0)
Learning Diversity Attributes in Multi-Session Recommendations (2022) (0)
Personalizing XML Full Text Search in PIMENTO (2008) (0)
Proceedings of the Seventh International Workshop on the Web and Databases, WebDB 2004, June 17-18, 2004, Maison de la Chimie, Paris, France, Colocated with ACM SIGMOD/PODS 2004 (2004) (0)
Towards AI-Powered Data-Driven Education (2022) (0)
How Useful is Meta-Recommendation? An Empirical Investigation (2021) (0)
QeNoBi: A System for QuErying and mining BehavIoral Patterns (2021) (0)
SoCRATe: A Recommendation System with Limited-Availability Items (2022) (0)
08111 Report - Ranked XML Querying (2008) (0)
DB&IR integration: report on the dagstuhl seminar (2008) (0)
Diversity and Inclusion Activities in Database Conferences: A 2021 Report (2022) (0)
Seminar in Défis du Big Social Data Management (2013) (0)
Interactive User Group Analysis Technical Report (2015) (0)
Letter from the Special Issue Editor (2008) (0)
Structure Analytics in Social Media (2018) (0)
Publication Culture and Review Processes in the Data Management Community: An Open Discussion (2022) (0)
Profile Diversity for Phenotyping Data Search and Recommendation (2013) (0)
Querying Temporal Drifts at Multiple Granularities (Technical Report) (2016) (0)
08111 Abstracts Collection - Ranked XML Querying (2008) (0)
Session details: Research Session 2: Ranking (2008) (0)
Data Narration for the People: Challenges and Opportunities (2023) (0)
Multi-Objective Recommendations and Promotions at TOTAL (2021) (0)
A Framework for Statistically-Sound Customer Segment Search (2021) (0)
Preface to the Workshop on Mining Communities and People Recommenders (2011) (0)
ACM International Conference Proceeding Series: Foreword (2011) (0)
08111 Abstracts Collection Ranked XML Querying Dagstuhl Seminar (2008) (0)
Efficient XML Data Exchange from Relations (2003) (0)
Interactive Analytics in Social Media (2018) (0)
Exploiting Diversification in Distributed Recommendation (2014) (0)
Designing the evaluation of operator-enabled interactive data exploration in VALIDE (2022) (0)
Significance and Coverage in Group Testing on the Social Web (2022) (0)
EDA4SUM: Guided Exploration of Data Summaries (2022) (0)
Rank-Aware Subspace Clutering for Structured Datasets (2009) (0)
Guided Text-based Item Exploration (2022) (0)
The power of structured data on the web (2006) (0)
Thematic issue on data management for graphs (2019) (0)
Visualizing Health Tweets over Regions and Timestamps (2022) (0)
An expressive framework and efficient algorithms for the analysis of collaborative tagging (2013) (0)
Task Assignment Optimization in Crowdsourcing (and its applications to crisis management) (2014) (0)
Crowds, not drones (2013) (0)
Cohort analytics: efficiency and applicability (2020) (0)
Finding and Exploring Rating Distributions (Technical Report) (2016) (0)
VLDB SI survey editorial (2020) (0)
DropLeaf: a precision farming smartphone application for measuring pesticide spraying methods (2020) (0)
User Activity Analytics on the Social Web of News (2012) (0)
Optimizing Data Coverage and Significance in Multiple Hypothesis Testing on User Groups (2022) (0)
Demo Program Committee (2005) (0)
Quantifying and Addressing Ranking Disparity in Human-Powered Data Acquisition (2021) (0)
A Framework to Maximize Group Fairness for Workers on Online Labor Platforms (2023) (0)
Increasing Coverage in Distributed Search and Recommendation with Profile Diversity (2015) (0)
Recent advances in exact algorithms for the Capacitated Vehicle Routing Problem (0)
Text Analytics in Social Media (2017) (0)
On Efficient Approximate Queries over Machine Learning Models (2022) (0)
EDBT 2011, 14th International Conference on Extending Database Technology, Uppsala, Sweden, March 21-24, 2011, Proceedings (2011) (0)
Social Media Analytics (2018) (0)
Temporal Social Media Analytics (2014) (0)
Colloquial region discovery for retail products: discovery and application (2017) (0)
INODE (2022) (0)

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