Publications of Penn Database Group

Amsterdamer Y, Davidson SB, Milo T, Novgorodov S, Somech A.  2014.  Ontology Assisted Crowd Mining. {PVLDB}. 7:1597–1600.

Davidson SB, Khanna S, Milo T, Roy S.  2014.  Top-k and Clustering with Noisy Comparisons. {ACM} Trans. Database Syst.. 39:35:1–35:39.

Amsterdamer Y, Davidson SB, Milo T, Novgorodov S, Somech A.  2014.  OASSIS: query driven crowd mining. International Conference on Management of Data, {SIGMOD} 2014, Snowbird, UT, USA, June 22-27, 2014. :589–600.

Li Y, Chiu D, Liu C, Phan LTX, Gill T, Aggarwal S, Zhang Z, Loo BT, Maier D, McManus B.  2013.  Towards dynamic pricing-based collaborative optimizations for green data centers. Data Engineering Workshops (ICDEW), 2013 IEEE 29th International Conference on. :272-278.

Yan Z, Zheng N, Ives ZG, Talukdar P, Yu C.  2013.  Actively Soliciting Feedback for Query Answers in Keyword Search-Based Data Integration. VLDB.

Alawini A, Tanatanmatorn N, Tucker D, Tucker K, Daim T.  2013.  Technology Adoption: Building IT. Research and Technology Management in the Electricity Industry: Methods, Tools and Case Studies. :213–228.

Deutch D, Ives ZG, Milo T, Tannen V.  2013.  Caravan: Provisioning for What-If Analysis. {CIDR} 2013, Sixth Biennial Conference on Innovative Data Systems Research, Asilomar, CA, USA, January 6-9, 2013, Online Proceedings.

Kafai YB, Griffin J, Burke Q, Slattery M, Fields DA, Powell RM, Grab M, Davidson SB, Sun JS.  2013.  A cascading mentoring pedagogy in a CS service learning course to broaden participation and perceptions. The 44th {ACM} Technical Symposium on Computer Science Education, {SIGCSE} '13, Denver, CO, USA, March 6-9, 2013. :101–106.

Karvounarakis G, Green TJ, Ives ZG, Tannen V.  2013.  Collaborative data sharing via update exchange and provenance. {ACM} Trans. Database Syst.. 38:19.

Zhou W, Mapara S, Ren Y, Li Y, Haeberlen A, Ives Z, Loo BT, Sherr M.  2013.  Distributed time-aware provenance. Proceedings of the 39th international conference on Very Large Data Bases. :49–60.

Balazinska M, Davidson SB, Howe B, Labrinidis A.  2013.  Education and career paths for data scientists. Conference on Scientific and Statistical Database Management, {SSDBM} '13, Baltimore, MD, USA, July 29 - 31, 2013. :3:1–3:2.

Stoyanovich J, Dhillon PS, Davidson SB, Lyons B.  2013.  Learning to explore scientific workflow repositories. Conference on Scientific and Statistical Database Management, {SSDBM} '13, Baltimore, MD, USA, July 29 - 31, 2013. :31:1–31:4.

Davidson SB, Milo T, Roy S.  2013.  A propagation model for provenance views of public/private workflows. Joint 2013 {EDBT/ICDT} Conferences, {ICDT} '13 Proceedings, Genoa, Italy, March 18-22, 2013. :165–176.

Davidson SB, Huang X, Stoyanovich J, Yuan X.  2013.  Search and result presentation in scientific workflow repositories. Conference on Scientific and Statistical Database Management, {SSDBM} '13, Baltimore, MD, USA, July 29 - 31, 2013. :17:1–17:12.

Davidson SB, Khanna S, Milo T.  2013.  To Show or Not to Show in Workflow Provenance. In Search of Elegance in the Theory and Practice of Computation - Essays Dedicated to Peter Buneman. :217–226.

Chang J, Gebhard P, Haeberlen A, Ives ZG, Lee I, Sokolsky O, Venkatasubramanian KK.  2013.  TrustForge: Flexible access control for collaborative crowd-sourced environment. Eleventh Annual International Conference on Privacy, Security and Trust, {PST} 2013, 10-12 July, 2013, Tarragona, Catalonia, Spain, July 10-12, 2013. :291–300.

Stoyanovich J, - SA, Davidson SB, Jacob M, Milo T.  2013.  Understanding Local Structure in Ranked Datasets. {CIDR} 2013, Sixth Biennial Conference on Innovative Data Systems Research, Asilomar, CA, USA, January 6-9, 2013, Online Proceedings.

Davidson SB, Khanna S, Milo T, Roy S.  2013.  Using the crowd for top-k and group-by queries. Joint 2013 {EDBT/ICDT} Conferences, {ICDT} '13 Proceedings, Genoa, Italy, March 18-22, 2013. :225–236.

Green TJ, Ives ZG.  2012.  Recomputing Materialized Instances after Changes to Mappings and Data. ICDE.

Mihaylov SR, Ives ZG, Guha S.  2012.  REX: Recursive, Delta-Based Data-Centric Computation. VLDB.

Mao Y, Loo BT, Ives ZG, Smith JM.  2012.  MOSAIC: Declarative platform for dynamic overlay composition. Computer Networks. 56(1)

Doan AH, Halevy AY, Ives ZG.  2012.  Principles of Data Integration.

Liu C, Ren L, Loo BT, Mao Y, Basu P.  2012.  Cologne: A Declarative Distributed Constraint Optimization Platform. {PVLDB}. 5:752–763.

Bao Z, Davidson SB, Milo T.  2012.  Labeling Workflow Views with Fine-Grained Dependencies. {PVLDB}. 5:1208–1219.

Amsterdamer Y, Davidson SB, Deutch D, Milo T, Stoyanovich J, Tannen V.  2012.  Putting Lipstick on Pig: Enabling Database-style Workflow Provenance. CoRR. abs/1201.0231