Tova Milo | Academic Influence

Tova Milo's AcademicInfluence.com Rankings

Tova Milo

Computer Science

#2586

World Rank

#2702

Historical Rank

Information Technology

#68

World Rank

#69

Historical Rank

Database

#883

World Rank

#927

Historical Rank

computer-science Degrees

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Computer Science

Tova Milo's Degrees

PhD Computer Science Stanford University
Masters Computer Science Stanford University
Bachelors Computer Science Tel Aviv University

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Why Is Tova Milo Influential?

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According to Wikipedia, Tova Milo is a full Professor of Computer Science at Tel Aviv University and the Dean of the Faculty of Exact Sciences. She served as the head of the Computer Science Department from 2011 to 2014. Milo is the head of the data management group in Tel Aviv University, and her research focuses on Web data management. She received her PhD from the Hebrew University in 1992 under the supervision of Catriel Beeri, and was a postdoctoral fellow at the University of Toronto and INRIA, France, prior to joining Tel Aviv University.

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Tova Milo'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

Index Structures for Path Expressions (1999) (692)
Querying the World Wide Web (1996) (594)
Using Schema Matching to Simplify Heterogeneous Data Translation (1998) (492)
Typechecking for XML transformers (2000) (313)
Querying documents in object databases (1997) (292)
Labeling dynamic XML trees (2002) (275)
Dynamic XML documents with distribution and replication (2003) (186)
Querying business processes (2006) (178)
Querying and Updating the File (1993) (174)
Similarity-based queries (1995) (171)
Compact labeling schemes for ancestor queries (2001) (169)
Putting Lipstick on Pig: Enabling Database-style Workflow Provenance (2011) (157)
Correspondence and translation for heterogeneous data (1997) (155)
The Active XML project: an overview (2008) (150)
Active XML: Peer-to-Peer Data and Web Services Integration (2002) (143)
Views in a large-scale XML repository (2002) (140)
Querying Business Processes with BP-QL (2005) (138)
Formal models of Web queries (1997) (136)
The Beckman Report on Database Research (2014) (129)
Using the crowd for top-k and group-by queries (2013) (127)
Schemas for Integration and Translation of Structured and Semi-structured Data (1999) (125)
A sample-and-clean framework for fast and accurate query processing on dirty data (2014) (123)
Towards tractable algebras for bags (1993) (116)
Exchanging intensional XML data (2003) (116)
XML with data values: typechecking revisited (2001) (113)
A Model for Active Object Oriented Databases (1991) (109)
Database and XML Technologies (2004) (107)
Autocompletion for Mashups (2009) (106)
Lazy query evaluation for Active XML (2004) (105)
A comparison of labeling schemes for ancestor queries (2002) (105)
COLT: continuous on-line tuning (2006) (105)
Active XML: A Data-Centric Perspective on Web Services (2004) (102)
Active Views for Electronic Commerce (1999) (101)
Monitoring Business Processes with Queries (2007) (94)
Positive active XML (2004) (93)
Asking the Right Questions in Crowd Data Sourcing (2012) (81)
A signature technique for similarity-based queries (1997) (81)
Crowd mining (2013) (79)
Circuits for Datalog Provenance (2014) (77)
Tools for Data Translation and Integration (1999) (74)
Provenance views for module privacy (2010) (73)
Diagnosis of asynchronous discrete event systems: datalog to the rescue! (2005) (69)
Optimizing queries on files (1994) (67)
Querying network directories (1999) (67)
On-Line Index Selection for Shifting Workloads (2007) (67)
Diversification and refinement in collaborative filtering recommender (2011) (65)
Compact Labeling Scheme for Ancestor Queries (2006) (55)
Next-Step Suggestions for Modern Interactive Data Analysis Platforms (2018) (55)
The Seattle Report on Database Research (2020) (54)
Query-Oriented Data Cleaning with Oracles (2015) (54)
Boosting topic-based publish-subscribe systems with dynamic clustering (2007) (53)
Modeling the mashup space (2008) (52)
Short and Simple Labels for Small Distances and Other Functions (2001) (52)
Audit Trail (2020) (52)
Caravan: Provisioning for What-If Analysis (2013) (47)
Typechecking XML views of relational databases (2001) (47)
Answering Planning Queries with the Crowd (2013) (45)
Web services and data integration (2002) (45)
Type inference for queries on semistructured data (1999) (45)
Algebras for Querying Text Regions: Expressive Power and Optimization (1998) (44)
Automatically Generating Data Exploration Sessions Using Deep Reinforcement Learning (2020) (43)
An Algebra for Pomsets (1995) (43)
Approximated Summarization of Data Provenance (2015) (41)
The Beckman report on database research (2016) (41)
SampleClean: Fast and Reliable Analytics on Dirty Data (2015) (38)
Query languages for bags: expressive power and complexity (1996) (38)
Enabling Privacy in Provenance-Aware Workflow Systems (2011) (37)
OASSIS: query driven crowd mining (2014) (36)
A database interface for file update (1995) (35)
Top-k and Clustering with Noisy Comparisons (2014) (34)
Querying Structural and Behavioral Properties of Business Processes (2007) (33)
Displaying data in multidimensional relevance space with 2D visualization maps (1997) (33)
Integrating and customizing heterogeneous e-commerce applications (2001) (33)
WebSuite: A Tool Suite for Harnessing Web Data (1998) (31)
Type inference and type checking for queries over execution traces (2008) (30)
Algebras for querying text regions (extended abstract) (1995) (30)
An Electronic Patient Record "on Steroids": Distributed, Peer-to-Peer, Secure and Privacy-conscious (2004) (30)
On Provenance Minimization (2011) (29)
CrowdMiner: Mining association rules from the crowd (2013) (29)
Query-based monitoring of BPEL business processes (2007) (29)
A logical view of structured files (1998) (29)
Research Directions for Principles of Data Management (Dagstuhl Perspectives Workshop 16151) (2017) (29)
Automating Exploratory Data Analysis via Machine Learning: An Overview (2020) (29)
On probabilistic fixpoint and Markov chain query languages (2010) (28)
Skyline Queries with Noisy Comparisons (2015) (28)
COLT: Continuous On-Line Database Tuning (2006) (27)
TOP-K projection queries for probabilistic business processes (2009) (26)
Reasoning about XML update constraints (2007) (25)
MatchUp: Autocompletion for Mashups (2009) (25)
Functional and predictive programming in OODB's (1992) (24)
On the Complexity of Mining Itemsets from the Crowd Using Taxonomies (2013) (24)
A Model for Active Object Oriented Database (1998) (24)
A Natural Language Interface for Querying General and Individual Knowledge (2015) (23)
BP-Mon: query-based monitoring of BPEL business processes (2008) (22)
Evaluating TOP-K Queries over Business Processes (2009) (22)
CrowdPlanr: Planning made easy with crowd (2013) (22)
A quest for beauty and wealth (or, business processes for database researchers) (2011) (21)
Research Directions for Principles of Data Management (Abridged) (2017) (21)
Regular rewriting of active XML and unambiguity (2005) (21)
DANCE: Data Cleaning with Constraints and Experts (2017) (20)
ExplainED (2020) (20)
REACT: Context-Sensitive Recommendations for Data Analysis (2016) (19)
RMAP: a system for visualizing data in multidimensional relevance space (1999) (19)
Schema-driven Customization of Web Services (2003) (19)
EDOS: Environment for the Development and Distribution of Open Source Software (2005) (18)
Deriving probabilistic databases with inference ensembles (2011) (18)
Uncertainty in Crowd Data Sourcing Under Structural Constraints (2014) (17)
Object migration (1994) (16)
QOCO: A Query Oriented Data Cleaning System with Oracles (2015) (16)
Rudolf: Interactive Rule Refinement System for Fraud Detection (2016) (16)
Predicting "What is Interesting" by Mining Interactive-Data-Analysis Session Logs (2019) (16)
A Model for Fine-Grained Data Citation (2017) (15)
Goal-Oriented Web-site Navigation for On-line Shoppers (2009) (15)
BP-Ex: a uniform query engine for business process execution traces (2010) (14)
Labeling Workflow Views with Fine-Grained Dependencies (2012) (14)
XML Repository and Active Views Demonstration (1999) (14)
Navigating in complex mashed-up applications (2010) (14)
Answering regular path queries on workflow provenance (2014) (14)
Managing Distributed Workspaces with Active XML (2003) (14)
Declarative platform for data sourcing games (2012) (14)
Using Markov Chain Monte Carlo to play Trivia (2011) (14)
Calculi for Bags and their Complexity (1993) (14)
Answering Conjunctive Queries with Inequalities (2014) (13)
Making interval-based clustering rank-aware (2011) (13)
Data-driven crowdsourcing: Management, mining, and applications (2015) (12)
Managing General and Individual Knowledge in Crowd Mining Applications (2015) (12)
Labeling recursive workflow executions on-the-fly (2011) (12)
NL2CM: A Natural Language Interface to Crowd Mining (2015) (12)
A propagation model for provenance views of public/private workflows (2012) (12)
Deep Reinforcement-Learning Framework for Exploratory Data Analysis (2018) (12)
Interactive Rule Refinement for Fraud Detection (2018) (12)
Optimal top-k query evaluation for weighted business processes (2010) (12)
Data Citation: A Computational Challenge (2017) (12)
Cleaning Data with Constraints and Experts (2018) (12)
A structural/temporal query language for Business Processes (2012) (12)
Foundations of Crowd Data Sourcing (2015) (11)
Automatic Abstracting (2009) (11)
DiRec: Diversified recommendations for semantic-less Collaborative Filtering (2011) (11)
Finding optimal probabilistic generators for XML collections (2012) (10)
Getting Rid of Data (2019) (10)
A Database Interface for File Updates (1995) (10)
Boosting SimRank with Semantics (2019) (9)
Auto-completion learning for XML (2012) (9)
Querying the World Wide (1997) (9)
An Efficient MapReduce Cube Algorithm for Varied DataDistributions (2016) (8)
Research Directions for Principles of Data Management (2018) (8)
Querying and monitoring distributed business processes (2008) (8)
Top-k Sorting Under Partial Order Information (2018) (8)
Toward Recommendation for Upskilling: Modeling Skill Improvement and Item Difficulty in Action Sequences (2020) (8)
On genericity and parametricity (extended abstract) (1996) (8)
On the power of algebras with recursion (1993) (8)
Query Driven Data Labeling with Experts: Why Pay Twice? (2019) (7)
Towards Autonomous, Hands-Free Data Exploration (2020) (7)
IM Balanced: Influence Maximization Under Balance Constraints (2018) (7)
Improved recommendations via (more) collaboration (2010) (7)
Compact Labeling Scheme for XML Ancestor Queries (2007) (7)
Active XML (2009) (7)
ProvCite: Provenance-based Data Citation (2019) (7)
Business Processes: A Database Perspective (2012) (7)
Active XML, Security and Access Control (2004) (7)
Navigating through Mashed-up Applications with COMPASS (2010) (7)
A Database Interface for Files Update (1995) (6)
A Fine-Grained Workflow Model with Provenance-Aware Security Views (2011) (6)
Digital signatures for modifiable collections (2006) (6)
On Detecting Cherry-picked Generalizations (2021) (6)
ATENA: An Autonomous System for Data Exploration Based on Deep Reinforcement Learning (2019) (6)
Explaining Queries Over Web Tables to Non-experts (2018) (6)
Audio Feature Extraction (2009) (6)
Towards a Language for the Fully Generic Queries (1997) (6)
Rule Sharing for Fraud Detection via Adaptation (2018) (6)
GOLDRUSH: Rule Sharing System for Fraud Detection (2018) (5)
Subtyping in OODBs (1995) (5)
December: A Declarative Tool for Crowd Member Selection (2016) (5)
Understanding Local Structure in Ranked Datasets (2013) (5)
Exploring Ratings in Subjective Databases (2021) (5)
Filtering With the Crowd: CrowdScreen Revisited (2016) (4)
ProvCite (2019) (4)
Methods for boosting recommender systems (2011) (4)
SimMeme: A Search Engine for Internet Memes (2019) (4)
On Genericity and Parametricity. (1996) (4)
Enriching topic-based publish-subscribe systems with related content (2008) (4)
Foundations of Data Management (Dagstuhl Perspectives Workshop 16151) (2016) (4)
On the Complexity of Evaluating Order Queries with the Crowd (2015) (4)
Top-k Querying of Unknown Values under Order Constraints (Extended Version) (2017) (4)
On provenance minimization (2011) (4)
Compact samples for data dissemination (2007) (4)
Personal insights for altering decisions of tree-based ensembles over time (2020) (4)
GOLDRUSH (2018) (4)
On models and query languages for probabilistic processes (2010) (4)
Peer-to-Peer Data Integration with Active XML (2005) (4)
Ontology Assisted Crowd Mining (2014) (4)
Comparison of Functional and Predicative Query Paradigms (1997) (4)
Inventory Reduction via Maximal Coverage in E-Commerce (2020) (4)
Declarative User Selection with Soft Constraints (2019) (3)
Multi-Objective Influence Maximization (2021) (3)
ExplainED: Explanations for EDA Notebooks (2020) (3)
ConCaT: Construction of Category Trees from Search Queries in E-Commerce (2021) (3)
Optimized union of non-disjoint distributed data sets (2009) (3)
Top-k queries over web applications (2013) (3)
Querying DAG-shaped Execution Traces Through Views (2009) (3)
On-Line Database Tuning (2006) (3)
To Show or Not to Show in Workflow Provenance (2013) (3)
Mob data sourcing (2012) (3)
Proceedings of the 36th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems (2012) (3)
Type inference and type checking for queries over execution traces (2011) (3)
Subtyping in OODB's (extended abstract) (1991) (3)
Minimization of Classifier Construction Cost for Search Queries (2020) (3)
Approximated Provenance for Complex Applications (2014) (3)
Querying web-based applications under models of uncertainty (2008) (2)
Crowd-Based Data Sourcing - (Abstract) (2011) (2)
Database and XML Technologies: Second International XML Database Symposium, XSym 2004, Toronto, Canada, August 29-30, 2004, Proceedings (2004) (2)
The Seattle report on database research (2022) (2)
A Novel Crowdsourcing-based Approach for Collaborative Architectural Design (2020) (2)
Improving Constrained Search Results By Data Melioration (2021) (2)
SimMeme: Semantic-Based Meme Search (2017) (2)
WiClean: A System for Fixing Wikipedia Interlinks Using Revision History Patterns (2019) (2)
Answering Planning Queries with the Crowd (Technical report) (2013) (2)
PHOcus: Efficiently Archiving Photos (2022) (2)
SubDEx: Exploring Ratings in Subjective Databases (2021) (2)
Active XML and Active Query Answers (2004) (2)
Diversification and Refinement in Collaborative Filtering Recommender ( Full Version ) (2011) (2)
CONCIERGE: Improving Constrained Search Results by Data Melioration (2020) (1)
Optimal Probabilistic Generators for XML Corpora (2011) (1)
ATENA (2019) (1)
Machine Learning to Data Management: A Round Trip (2018) (1)
Updating the File (2000) (1)
On the Hardness of Category Tree Construction (2022) (1)
Making Collective Wisdom Wiser (2013) (1)
Contribution Maximization in Probabilistic Datalog (2020) (1)
ReducE-Comm: Effective Inventory Reduction System for E-Commerce (2019) (1)
Active XML and Data Activation (2005) (1)
Just in Time: Personal Temporal Insights for Altering Model Decisions (2019) (1)
Answering Conjunctive Queries with Inequalities (2016) (1)
MC3: A System for Minimization of Classifier Construction Cost (2020) (1)
The Smart Crowd - Learning from the Ones Who Know (Invited Talk) (2017) (1)
Anonymity in Location-Based Services (2009) (1)
Querying Future and Past in Business Processes (2009) (1)
Querying the File (2000) (1)
In the Mood4: recommendation by examples (2013) (1)
Incremental Based Top-k Similarity Search Framework for Interactive-Data-Analysis Sessions (2020) (1)
Technical Perspective: Enlisting the power of the crowd (2015) (1)
SubTab: Data Exploration with Informative Sub-Tables (2022) (1)
On the optimality of top-k algorithms for Interactive Web Applications (2011) (1)
Incremental Based Framework for Efficient Top-K Similarity Search in Interactive Data Analysis Sessions (2020) (1)
Proceedings of the 39th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems (2015) (1)
Selecting Sub-tables for Data Exploration (2022) (1)
Filtering with the Crowd: CrowdScreen revisited (technical report) (2018) (1)
More on Updating the File (1994) (1)
Automated Category Tree Construction in E-Commerce (2022) (1)
AMW 2019 Special Issue (2020) (0)
Querying and Monitoring Distributed Business Processes ⁄ Tutorial (2008) (0)
On the Complexity of Top-k Querying for Incomplete Data under Order Constraints (2015) (0)
Classifier Construction Under Budget Constraints (2022) (0)
Secure Exchange of Modifiable Data and Queries (2005) (0)
Principles of Data Management (Abridged) (2017) (0)
Efficiently Archiving Photos under Storage Constraints (2023) (0)
Disposal by Design (2022) (0)
The ACM PODS Alberto O. Mendelzon test-of-time award 2013 (2013) (0)
PR EP RI NT Declarative User Selection with Soft Constraints (2019) (0)
PODIUM: Probabilistic Datalog Analysis via Contribution Maximization (2019) (0)
3 Lessons Learned from Implementing a Deep Reinforcement Learning Framework for Data Exploration (2019) (0)
Session details: PODS Keynote (2016) (0)
Adaptive Database Replication (2009) (0)
Manifesto from Dagstuhl Perspectives Workshop 16151 Research Directions for Principles of Data Management (2018) (0)
Data-Driven Crowdsourcing (2018) (0)
Formal Models of Web Queries Extended Abstract (1997) (0)
Proceedings of the 14th International Conference on Database Theory (2011) (0)
Schema-Based Data TranslationExtended (2007) (0)
CONCIERGE (2020) (0)
Adversarial Information Retrieval (2009) (0)
Exchanging intensional XML data (2003) (0)
FEDEX: An Explainability Framework for Data Exploration Steps (2022) (0)
Letter from the Special Issue Editor (2016) (0)
OREO (2022) (0)
Optimal Probabilistic Generation of XML Documents (2015) (0)
From Good Research to Good Papers: A Personal Journey (2015) (0)
Special issue: best papers of VLDB 2009 (2011) (0)
Session details: Query languages (2010) (0)
Dismantling Complicated Query Attributes with Crowd (2015) (0)
Mining the Crowd (2013) (0)
PHOcus (2022) (0)
Querying the File 1 (1993) (0)
WiClean (2019) (0)
Top-k Querying of Incomplete Data under Order Constraints (2015) (0)
1. THE BELINSKYS Out of the Camps (1995) (0)
Adaptive Metric Techniques (2009) (0)
Query Languages for BagsExpressive Power and Complexity 1 St ephane (2007) (0)
Rule Sharing for Fraud Detection via Adaptation ( full version ) (2018) (0)
Preface (2012) (0)
PROX: Approximated Summarization of Data Provenance (2016) (0)
Fixing Wikipedia Interlinks Using Revision History Patterns (2021) (0)
On directly mapping relational databases to property graphs (2019) (0)
Formalisms for describing object oriented databases (פורמליזמים לתאור מסדי נתונים מנחי עצמים.) (1992) (0)
Getting Rid of Data (Abstract) (2020) (0)
New Results - ActiveXML and Web Applications (2005) (0)
Optimal Probabilistic Generation of XML Documents (2014) (0)
OREO: Detection of Cherry-picked Generalizations (2022) (0)
SubDEx: Exploring Ratings in Subjective Databases (Authors’ Copy) (2022) (0)
Question Answering for Large Scale Data Sets Generated by the Web Crowd (2010) (0)
7 Secrets That My Mother Didn't Tell Me (2017) (0)
VLDB Endowment Board of Trustees (2007) (0)
Session details: XML (2009) (0)
Querying Business Processes Under Models of Uncertainty. (2008) (0)
Preserving Privacy of Fraud Detection Rule Sharing Using Intel's SGX (2018) (0)
FEDEX (2022) (0)
Crowd Mining and Analysis (2018) (0)
Top-k queries over web applications (2012) (0)

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