{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,20]],"date-time":"2026-02-20T15:09:59Z","timestamp":1771600199836,"version":"3.50.1"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032151339","type":"print"},{"value":"9783032151346","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-15134-6_25","type":"book-chapter","created":{"date-parts":[[2026,2,20]],"date-time":"2026-02-20T14:23:04Z","timestamp":1771597384000},"page":"338-347","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Sadrusha: An Administrative Data Twin Framework for\u00a0SDG-Aligned Decision Making"],"prefix":"10.1007","author":[{"given":"Apurva","family":"Kulkarni","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Riya","family":"Patidar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Srinath","family":"Srinivasa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2026,2,21]]},"reference":[{"issue":"434","key":"25_CR1","doi-asserted-by":"publisher","first-page":"444","DOI":"10.1080\/01621459.1996.10476902","volume":"91","author":"JD Angrist","year":"1996","unstructured":"Angrist, J.D., Krueger, A.B.: Identification of causal effects using instrumental variables. J. Am. Stat. Assoc. 91(434), 444\u2013455 (1996)","journal-title":"J. Am. Stat. Assoc."},{"key":"25_CR2","doi-asserted-by":"publisher","unstructured":"Bassin, P., G\u00a0K, A., Srinivasa, S.: Design of a data-driven intervention dashboard for sdg localization. In: Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence. pp. 8606\u20138609 (2024). https:\/\/doi.org\/10.24963\/ijcai.2024\/990","DOI":"10.24963\/ijcai.2024\/990"},{"key":"25_CR3","doi-asserted-by":"publisher","unstructured":"Bassin, P., Parasa, N.S., Srinivasa, S., Mandyam, S.: Big data management for policy support in sustainable development. In: Sachdeva, S., Watanobe, Y., Bhalla, S. (eds.) Big-Data-Analytics in Astronomy, Science, and Engineering. International Conference on Big Data Analytics. Lecture Notes in Computer Science, vol 13167, pp. 3\u201315, Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-96600-3_1","DOI":"10.1007\/978-3-030-96600-3_1"},{"key":"25_CR4","doi-asserted-by":"crossref","unstructured":"Caruana, R., Lou, Y., Gehrke, J., Koch, P., Sturm, M., Elhadad, N.: Intelligible models for healthcare: Predicting pneumonia risk and hospital 30-day readmission. In: Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 1721\u20131730 (2015)","DOI":"10.1145\/2783258.2788613"},{"issue":"11","key":"25_CR5","first-page":"892","volume":"12","author":"D Chicco","year":"2020","unstructured":"Chicco, D., Jurman, G.: Pitfalls of r-squared for model evaluation. J. Mol. Cell Biol. 12(11), 892\u2013895 (2020)","journal-title":"J. Mol. Cell Biol."},{"key":"25_CR6","unstructured":"Cover, T.M., Thomas, J.A.: Entropy, mutual information and conditional entropy. Elements of Information Theory (1991)"},{"key":"25_CR7","unstructured":"Gunabhagya, D.: Performance analysis of mgnrega in karnataka. Research Report No. 4\/2023-24, Fiscal Policy Institute, Bengaluru, Karnataka (2023). https:\/\/fpibengaluru.karnataka.gov.in\/storage\/pdf-files\/Technical"},{"key":"25_CR8","doi-asserted-by":"publisher","unstructured":"Kulkarni, A., Bassin, P., Parasa, N.S., Venugopal, V.E., Srinivasa, S., Ramanathan, C.: Ontology augmented data lake system for policy support. In: International Conference on Big Data Analytics. pp. 3\u201316. Springer, Cham (2022). https:\/\/doi.org\/10.1007\/978-3-031-28350-5_1","DOI":"10.1007\/978-3-031-28350-5_1"},{"key":"25_CR9","doi-asserted-by":"crossref","unstructured":"Kulkarni, A., Ramadurg, I.A.K., Srinivasa, S., Patil, S.: Introspecting policy documents through semantic lenses of sustainable development goals. In: Sachdeva, S., Watanobe, Y., Bhalla, S. (eds.) Big Data Analytics in Astronomy, Science, and Engineering, pp. 95\u2013105. Springer Nature Switzerland, Cham (2025)","DOI":"10.1007\/978-3-031-86193-2_6"},{"key":"25_CR10","unstructured":"Kulkarni, A., Ramanathan, C., Venugopal, V.E.: Cognitive retrieve: Empowering document retrieval with semantics and domain specific knowledge graph. In: EKG-LLM@ CIKM (2023)"},{"key":"25_CR11","doi-asserted-by":"publisher","unstructured":"Kulkarni, A., Ramanathan, C., Venugopal, V.E.: Ontology mediated document retrieval for exploratory big data analytics. In: 2023 IEEE 17th International Conference on Semantic Computing (ICSC). pp. 100\u2013103 (2023).https:\/\/doi.org\/10.1109\/ICSC56153.2023.00022","DOI":"10.1109\/ICSC56153.2023.00022"},{"key":"25_CR12","doi-asserted-by":"publisher","unstructured":"Kulkarni, A., Srinivasa, S., Patil, S.: Sdg aligned data warehouse implementation over open government data. In: International Conference on Electronic Government and the Information Systems Perspective. pp. 154\u2013167. Springer, Cham (2024). https:\/\/doi.org\/10.1007\/978-3-031-68211-7_13","DOI":"10.1007\/978-3-031-68211-7_13"},{"key":"25_CR13","unstructured":"Lundberg, S.M., Lee, S.I.: A unified approach to interpreting model predictions. Adv. Neu. Inf. Process. Sys. 30 (2017)"},{"key":"25_CR14","doi-asserted-by":"crossref","unstructured":"Pearl, J.: Causality. Cambridge University Press (2009)","DOI":"10.1017\/CBO9780511803161"},{"key":"25_CR15","unstructured":"Salvatier, J., Wiecki, T.V., Fonnesbeck, C.: PyMC Documentation (2016). https:\/\/www.pymc.io"},{"issue":"1","key":"25_CR16","doi-asserted-by":"publisher","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","volume":"58","author":"R Tibshirani","year":"1996","unstructured":"Tibshirani, R.: Regression shrinkage and selection via the lasso. J. Roy. Stat. Soc.: Ser. B (Methodol.) 58(1), 267\u2013288 (1996)","journal-title":"J. Roy. Stat. Soc.: Ser. B (Methodol.)"}],"container-title":["Lecture Notes in Computer Science","Big Data and Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-15134-6_25","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,20]],"date-time":"2026-02-20T14:23:09Z","timestamp":1771597389000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-15134-6_25"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9783032151339","9783032151346"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-15134-6_25","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"21 February 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"BDA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Big Data Analytics","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Bangalore","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"India","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 July 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 July 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"bigda2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/bda2025.iiitb.net\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}