{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,13]],"date-time":"2026-01-13T06:32:43Z","timestamp":1768285963630,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":24,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,5,27]],"date-time":"2018-05-27T00:00:00Z","timestamp":1527379200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2018,5,27]]},"DOI":"10.1145\/3183713.3193539","type":"proceedings-article","created":{"date-parts":[[2018,5,25]],"date-time":"2018-05-25T12:39:28Z","timestamp":1527251968000},"page":"1785-1788","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":15,"title":["Transform-Data-by-Example (TDE)"],"prefix":"10.1145","author":[{"given":"Yeye","family":"He","sequence":"first","affiliation":[{"name":"Microsoft Research, Redmond, WA, USA"}]},{"given":"Kris","family":"Ganjam","sequence":"additional","affiliation":[{"name":"Microsoft Research, Redmond, WA, USA"}]},{"given":"Kukjin","family":"Lee","sequence":"additional","affiliation":[{"name":"Microsoft Research, Redmond, WA, USA"}]},{"given":"Yue","family":"Wang","sequence":"additional","affiliation":[{"name":"Microsoft Research, Redmond, WA, USA"}]},{"given":"Vivek","family":"Narasayya","sequence":"additional","affiliation":[{"name":"Microsoft Research, Redmond, WA, USA"}]},{"given":"Surajit","family":"Chaudhuri","sequence":"additional","affiliation":[{"name":"Microsoft Research, Redmond, WA, USA"}]},{"given":"Xu","family":"Chu","sequence":"additional","affiliation":[{"name":"Georgia Institute of Technology, Atlanta, GA, USA"}]},{"given":"Yudian","family":"Zheng","sequence":"additional","affiliation":[{"name":"Twitter Inc., San Francisco, CA, USA"}]}],"member":"320","published-online":{"date-parts":[[2018,5,27]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"Bing maps api. https:\/\/www.microsoft.com\/maps\/choose-your-bing-maps-API.aspx.  Bing maps api. https:\/\/www.microsoft.com\/maps\/choose-your-bing-maps-API.aspx."},{"key":"e_1_3_2_1_2_1","unstructured":"Rev. https:\/\/www.informatica.com\/products\/data-quality\/rev.html."},{"key":"e_1_3_2_1_3_1","unstructured":"Openrefine. openrefine.org.  Openrefine. openrefine.org."},{"key":"e_1_3_2_1_4_1","unstructured":"Paxata. https:\/\/www.paxata.com\/.  Paxata. https:\/\/www.paxata.com\/."},{"key":"e_1_3_2_1_5_1","unstructured":"Roslyn compiler framework. https:\/\/github.com\/dotnet\/roslyn\/wiki\/Roslyn Overview.  Roslyn compiler framework. https:\/\/github.com\/dotnet\/roslyn\/wiki\/Roslyn Overview."},{"key":"e_1_3_2_1_6_1","unstructured":"Transform Data by Example (from Microsoft Office Store). https:\/\/store.office.com\/en-us\/app.aspx?assetid=WA104380727&ui=en-US&rs=en-US&ad=US&appredirect=false.  Transform Data by Example (from Microsoft Office Store). https:\/\/store.office.com\/en-us\/app.aspx?assetid=WA104380727&ui=en-US&rs=en-US&ad=US&appredirect=false."},{"key":"e_1_3_2_1_7_1","unstructured":"Trifacta. https:\/\/www.trifacta.com\/.  Trifacta. https:\/\/www.trifacta.com\/."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2016.7498319"},{"key":"e_1_3_2_1_9_1","volume-title":"ICML","author":"Allamanis M.","year":"2015","unstructured":"M. Allamanis , D. Tarlow , A. D. Gordon , and Y. Wei . Bimodal modelling of source code and natural language . In ICML , 2015 . M. Allamanis, D. Tarlow, A. D. Gordon, and Y. Wei. Bimodal modelling of source code and natural language. In ICML, 2015."},{"key":"e_1_3_2_1_10_1","volume-title":"Data services leveraging bing's data assets","author":"Chakrabarti K.","year":"2016","unstructured":"K. Chakrabarti , S. Chaudhuri , Z. Chen , K. Ganjam , and Y. He . Data services leveraging bing's data assets . IEEE Data Eng. Bull ., 2016 . K. Chakrabarti, S. Chaudhuri, Z. Chen, K. Ganjam, and Y. He. Data services leveraging bing's data assets. IEEE Data Eng. Bull., 2016."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.5555\/861869"},{"key":"e_1_3_2_1_12_1","volume-title":"CoRR abs\/1703.07469","author":"Devlin J.","year":"2017","unstructured":"J. Devlin , J. Uesato , S. Bhupatiraju , R. Singh , A. rahman Mohamed, and P. Kohli. Robustfill: Neural program learning under noisy i\/o . In CoRR abs\/1703.07469 , 2017 . J. Devlin, J. Uesato, S. Bhupatiraju, R. Singh, A. rahman Mohamed, and P. Kohli. Robustfill: Neural program learning under noisy i\/o. In CoRR abs\/1703.07469, 2017."},{"key":"e_1_3_2_1_13_1","volume-title":"CoRR abs\/1410.5401","author":"Graves A.","year":"2014","unstructured":"A. Graves , G. Wayne , and I. Danihelka . Neural turing machines . In CoRR abs\/1410.5401 , 2014 . A. Graves, G. Wayne, and I. Danihelka. Neural turing machines. In CoRR abs\/1410.5401, 2014."},{"key":"e_1_3_2_1_14_1","volume-title":"Inc.","author":"Hare J.","year":"2016","unstructured":"J. Hare , C. Adams , A. Woodward , and H. Swinehart . Forecast snapshot: Self-service data preparation, worldwide, 2016. Gartner , Inc. , February 2016 . J. Hare, C. Adams, A. Woodward, and H. Swinehart. Forecast snapshot: Self-service data preparation, worldwide, 2016. Gartner, Inc., February 2016."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/1993498.1993536"},{"key":"e_1_3_2_1_16_1","volume-title":"CIDR","author":"Heer J.","year":"2015","unstructured":"J. Heer , J. M. Hellerstein , and S. Kandel . Predictive interaction for data transformation . In CIDR , 2015 . J. Heer, J. M. Hellerstein, and S. Kandel. Predictive interaction for data transformation. In CIDR, 2015."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3035918.3064034"},{"key":"e_1_3_2_1_18_1","volume-title":"Morgan Kaufmann","author":"Lieberman H.","year":"2001","unstructured":"H. Lieberman , editor. Your Wish is My Command: Programming by Example . Morgan Kaufmann , 2001 . H. Lieberman, editor. Your Wish is My Command: Programming by Example. Morgan Kaufmann, 2001."},{"key":"e_1_3_2_1_19_1","volume-title":"CoRR abs\/1511.04834","author":"Neelakantan A.","year":"2015","unstructured":"A. Neelakantan , Q. V. Le , and I. Sutskever . Neural programmer: Inducing latent programs with gradient descent . In CoRR abs\/1511.04834 , 2015 . A. Neelakantan, Q. V. Le, and I. Sutskever. Neural programmer: Inducing latent programs with gradient descent. In CoRR abs\/1511.04834, 2015."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/2884781.2884808"},{"key":"e_1_3_2_1_21_1","volume-title":"Gartner: Market guide for self-service data preparation","author":"Sallam R. L.","year":"2016","unstructured":"R. L. Sallam , P. Forry , E. Zaidi , and S. Vashisth . Gartner: Market guide for self-service data preparation . 2016 . R. L. Sallam, P. Forry, E. Zaidi, and S. Vashisth. Gartner: Market guide for self-service data preparation. 2016."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.10734"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3035918.3064010"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.14778\/3115404.3115409"}],"event":{"name":"SIGMOD\/PODS '18: International Conference on Management of Data","location":"Houston TX USA","acronym":"SIGMOD\/PODS '18","sponsor":["SIGMOD ACM Special Interest Group on Management of Data"]},"container-title":["Proceedings of the 2018 International Conference on Management of Data"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3183713.3193539","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3183713.3193539","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T01:39:17Z","timestamp":1750210757000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3183713.3193539"}},"subtitle":["Extensible Data Transformation in Excel"],"short-title":[],"issued":{"date-parts":[[2018,5,27]]},"references-count":24,"alternative-id":["10.1145\/3183713.3193539","10.1145\/3183713"],"URL":"https:\/\/doi.org\/10.1145\/3183713.3193539","relation":{},"subject":[],"published":{"date-parts":[[2018,5,27]]},"assertion":[{"value":"2018-05-27","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}