{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T08:06:56Z","timestamp":1743149216090,"version":"3.40.3"},"publisher-location":"Cham","reference-count":98,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031314131"},{"type":"electronic","value":"9783031314148"}],"license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"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":[[2023]]},"DOI":"10.1007\/978-3-031-31414-8_5","type":"book-chapter","created":{"date-parts":[[2023,4,27]],"date-time":"2023-04-27T18:13:33Z","timestamp":1682619213000},"page":"161-198","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Vadalog: Overview, Extensions and Business Applications"],"prefix":"10.1007","author":[{"given":"Teodoro","family":"Baldazzi","sequence":"first","affiliation":[]},{"given":"Luigi","family":"Bellomarini","sequence":"additional","affiliation":[]},{"given":"Markus","family":"Gerschberger","sequence":"additional","affiliation":[]},{"given":"Aditya","family":"Jami","sequence":"additional","affiliation":[]},{"given":"Davide","family":"Magnanimi","sequence":"additional","affiliation":[]},{"given":"Markus","family":"Nissl","sequence":"additional","affiliation":[]},{"given":"Aleksandar","family":"Pavlovi\u0107","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7441-129X","authenticated-orcid":false,"given":"Emanuel","family":"Sallinger","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,4,28]]},"reference":[{"key":"5_CR1","unstructured":"Guideline (eu) 2011\/14 of the ecb. https:\/\/www.ecb.europa.eu\/ecb\/legal\/pdf\/l_33120111214en000100951.pdf"},{"key":"5_CR2","unstructured":"Thomson reuters launches first of its kind knowledge graph feed allowing financial services customers to accelerate their ai and digital strategies (2017). https:\/\/www.thomsonreuters.com\/en\/press-releases\/2017\/october\/thomson-reuters-launches-first-of-its-kind-knowledge-graph-feed.html. Accessed 21 Sep 2022"},{"key":"5_CR3","unstructured":"Understanding news using the bloomberg knowledge graph (2019). https:\/\/speakerdeck.com\/emeij\/understanding-news-using-the-bloomberg-knowledge-graph. Accessed 21 Sep 2022"},{"issue":"1\u20133","key":"5_CR4","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1016\/S0304-3975(02)00730-2","volume":"308","author":"F Afrati","year":"2003","unstructured":"Afrati, F., Gergatsoulis, M., Toni, F.: Linearisability on datalog programs. Theor. Comput. Sci. 308(1\u20133), 199\u2013226 (2003)","journal-title":"Theor. Comput. Sci."},{"key":"5_CR5","doi-asserted-by":"publisher","unstructured":"Arming, S., Pichler, R., Sallinger, E.: Complexity of repair checking and consistent query answering. In: Martens, W., Zeume, T. (eds.) 19th International Conference on Database Theory, ICDT 2016, Bordeaux, France, March 15\u201318, 2016. LIPIcs, vol. 48, pp. 21:1\u201321:18. Schloss Dagstuhl - Leibniz-Zentrum f\u00fcr Informatik (2016). https:\/\/doi.org\/10.4230\/LIPIcs.ICDT.2016.21","DOI":"10.4230\/LIPIcs.ICDT.2016.21"},{"key":"5_CR6","unstructured":"Atzeni, P., Bellomarini, L., Iezzi, M., Sallinger, E., Vlad, A.: Augmenting logic-based knowledge graphs: the case of company graphs. In: KR4L@ ECAI, pp. 22\u201327 (2020)"},{"key":"5_CR7","unstructured":"Atzeni, P., Bellomarini, L., Iezzi, M., Sallinger, E., Vlad, A.: Weaving enterprise knowledge graphs: the case of company ownership graphs. In: EDBT, pp. 555\u2013566 (2020)"},{"key":"5_CR8","unstructured":"Baget, J.F., Lecl\u00e8re, M., Mugnier, M.L.: Walking the decidability line for rules with existential variables. KR 10, 466\u2013476 (2010)"},{"key":"5_CR9","unstructured":"Baldazzi, T., Atzeni, P.: Warded datalog+\/- reasoning in financial settings with harmful joins. In: Ramanath, M., Palpanas, T. (eds.) Proceedings of the Workshops of the EDBT\/ICDT 2022 Joint Conference, Edinburgh, UK, 29 March 2022. CEUR Workshop Proceedings, vol. 3135. CEUR-WS.org (2022). http:\/\/ceur-ws.org\/Vol-3135\/EcoFinKG_2022_paper13.pdf"},{"key":"5_CR10","doi-asserted-by":"crossref","unstructured":"Baldazzi, T., Bellomarini, L., Favorito, M., Sallinger, E.: On the relationship between shy and warded datalog+\/-. arXiv preprint arXiv:2202.06285 (2022)","DOI":"10.24963\/kr.2022\/39"},{"key":"5_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"267","DOI":"10.1007\/978-3-030-91167-6_18","volume-title":"Rules and Reasoning","author":"T Baldazzi","year":"2021","unstructured":"Baldazzi, T., Bellomarini, L., Sallinger, E., Atzeni, P.: Eliminating harmful joins in warded datalog+\/-. In: Moschoyiannis, S., Pe\u00f1aloza, R., Vanthienen, J., Soylu, A., Roman, D. (eds.) RuleML+RR 2021. LNCS, vol. 12851, pp. 267\u2013275. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-91167-6_18"},{"key":"5_CR12","unstructured":"Baldazzi, T., Bellomarini, L., Sallinger, E., Atzeni, P.: Reasoning in warded datalog+\/- with harmful joins. In: Amato, G., Bartalesi, V., Bianchini, D., Gennaro, C., Torlone, R. (eds.) Proceedings of the 30th Italian Symposium on Advanced Database Systems, SEBD 2022, Tirrenia (PI), Italy, June 19\u201322, 2022. CEUR Workshop Proceedings, vol. 3194, pp. 292\u2013299. CEUR-WS.org (2022). http:\/\/ceur-ws.org\/Vol-3194\/paper35.pdf"},{"key":"5_CR13","unstructured":"Baldazzi, T., Benedetto, D., Brandetti, M., Vlad, A., Bellomarini, L., Sallinger, E.: Datalog-based reasoning with heuristics over knowledge graphs (2022)"},{"key":"5_CR14","unstructured":"Baldazzi, T., Benedetto, D., Brandetti, M., Vlad, A., Bellomarini, L., Sallinger, E.: Heuristic-based reasoning on financial knowledge graphs. In: EDBT\/ICDT Workshops (2022)"},{"key":"5_CR15","unstructured":"Bank, E.C.: The use of credit claims as collateral for eurosystem credit operations, June 2013. https:\/\/www.ecb.europa.eu\/pub\/pdf\/scpops\/ecbocp148.pdf"},{"key":"5_CR16","unstructured":"Bank, E.C.: Guideline (eu) 2015\/510 of the european central bank of 19 december 2014 on the implementation of the eurosystem monetary policy framework (ecb\/2014\/60), June 2014. http:\/\/data.europa.eu\/eli\/guideline\/2015\/510\/oj"},{"key":"5_CR17","doi-asserted-by":"crossref","unstructured":"Barca, F., Becht, M.: The control of corporate Europe. Oxford University Press, European corporate governance network (2001)","DOI":"10.1093\/0199257531.001.0001"},{"key":"5_CR18","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-32925-8","volume-title":"Datalog in Academia and Industry","year":"2012","unstructured":"Barcel\u00f3, P., Pichler, R. (eds.): LNCS, vol. 7494. Springer, Heidelberg (2012). https:\/\/doi.org\/10.1007\/978-3-642-32925-8"},{"key":"5_CR19","unstructured":"Baru, C., et al.: Open knowledge network roadmap - powering the next data revolution (2022). https:\/\/nsf-gov-resources.nsf.gov\/2022-09\/OKN%20Roadmap%20-%20Report_v03.pdf"},{"key":"5_CR20","unstructured":"Baru, C., et al.: Open knowledge network roadmap - powering the next data revolution - appendix a (2022). https:\/\/nsf-gov-resources.nsf.gov\/2022-09\/OKN%20Roadmap%20-%20Appendix%20A$_v03$.pdf"},{"key":"5_CR21","doi-asserted-by":"crossref","unstructured":"Bellomarini, L., et al.: Reasoning on company takeovers: from tactic to strategy. Data Knowl. Eng. 141, 102073 (2022)","DOI":"10.1016\/j.datak.2022.102073"},{"key":"5_CR22","unstructured":"Bellomarini, L., et al.: Reasoning on company takeovers during the COVID-19 crisis with knowledge graphs. In: RuleML+RR (Supplement). CEUR Workshop Proceedings, vol. 2644, pp. 145\u2013156. CEUR-WS.org (2020)"},{"key":"5_CR23","unstructured":"Bellomarini, L., et al.: COVID-19 and company knowledge graphs: assessing golden powers and economic impact of selective lockdown via AI reasoning. CoRR abs\/2004.10119 (2020). https:\/\/arxiv.org\/abs\/2004.10119"},{"key":"5_CR24","doi-asserted-by":"crossref","unstructured":"Bellomarini, L., Benedetto, D., Brandetti, M., Sallinger, E.: Exploiting the power of equality-generating dependencies in ontological reasoning. Proc. VLDB Endow. 16 3967\u20133988 (2022)","DOI":"10.14778\/3565838.3565850"},{"key":"5_CR25","doi-asserted-by":"crossref","unstructured":"Bellomarini, L., Benedetto, D., Gottlob, G., Sallinger, E.: Vadalog: a modern architecture for automated reasoning with large knowledge graphs. Inf. Syst. 105 101528 (2020)","DOI":"10.1016\/j.is.2020.101528"},{"key":"5_CR26","doi-asserted-by":"publisher","unstructured":"Bellomarini, L., Benedetto, D., Laurenza, E., Sallinger, E.: A framework for probabilistic reasoning on knowledge graphs. In: Building Bridges between Soft and Statistical Methodologies for Data Science . SMPS 2022. AISC, vol. 1433, pp. 48\u201356. Springer, Cham (2023). https:\/\/doi.org\/10.1007\/978-3-031-15509-3_7","DOI":"10.1007\/978-3-031-15509-3_7"},{"key":"5_CR27","doi-asserted-by":"crossref","unstructured":"Bellomarini, L., Blasi, L., Laurendi, R., Sallinger, E.: Financial data exchange with statistical confidentiality: a reasoning-based approach. In: EDBT, pp. 558\u2013569. OpenProceedings.org (2021)","DOI":"10.1007\/978-3-030-93733-1_16"},{"key":"5_CR28","doi-asserted-by":"crossref","unstructured":"Bellomarini, L., Blasi, L., Nissl, M., Sallinger, E.: The temporal vadalog system. In: RuleML+RR. p. to appear (2022)","DOI":"10.1007\/978-3-031-21541-4_9"},{"key":"5_CR29","doi-asserted-by":"crossref","unstructured":"Bellomarini, L., Fakhoury, D., Gottlob, G., Sallinger, E.: Knowledge graphs and enterprise AI: the promise of an enabling technology. In: ICDE, pp. 26\u201337. IEEE (2019)","DOI":"10.1109\/ICDE.2019.00011"},{"key":"5_CR30","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/978-3-030-00856-7_1","volume-title":"Model and Data Engineering","author":"L Bellomarini","year":"2018","unstructured":"Bellomarini, L., et al.: Data science with vadalog: bridging machine learning and reasoning. In: Abdelwahed, E.H., Bellatreche, L., Golfarelli, M., M\u00e9ry, D., Ordonez, C. (eds.) MEDI 2018. LNCS, vol. 11163, pp. 3\u201321. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-030-00856-7_1"},{"key":"5_CR31","unstructured":"Bellomarini, L., Galano, G., Nissl, M., Sallinger, E.: Rule-based blockchain knowledge graphs: declarative AI for solving industrial blockchain challenges. In: RuleML+RR (Supplement). CEUR Workshop Proceedings, vol. 2956. CEUR-WS.org (2021)"},{"key":"5_CR32","doi-asserted-by":"crossref","unstructured":"Bellomarini, L., Gottlob, G., Pieris, A., Sallinger, E.: Swift logic for big data and knowledge graphs. In: IJCAI, pp. 2\u201310. ijcai.org (2017)","DOI":"10.24963\/ijcai.2017\/1"},{"key":"5_CR33","unstructured":"Bellomarini, L., Laurenza, E., Sallinger, E.: Rule-based anti-money laundering in financial intelligence units: experience and vision. In: RuleML+RR (Supplement). CEUR Workshop Proceedings, vol. 2644, pp. 133\u2013144. CEUR-WS.org (2020)"},{"key":"5_CR34","unstructured":"Bellomarini, L., Laurenza, E., Sallinger, E.: Rule-based anti-money laundering in financial intelligence units: experience and vision. In: RuleML+ RR (Supplement) (2020)"},{"key":"5_CR35","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1007\/978-3-030-57977-7_9","volume-title":"Rules and Reasoning","author":"L Bellomarini","year":"2020","unstructured":"Bellomarini, L., Laurenza, E., Sallinger, E., Sherkhonov, E.: Reasoning under uncertainty in knowledge graphs. In: Guti\u00e9rrez-Basulto, V., Kliegr, T., Soylu, A., Giese, M., Roman, D. (eds.) RuleML+RR 2020. LNCS, vol. 12173, pp. 131\u2013139. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-57977-7_9"},{"key":"5_CR36","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1007\/978-3-030-66981-2_10","volume-title":"Mining Data for Financial Applications","author":"L Bellomarini","year":"2021","unstructured":"Bellomarini, L., Magnanimi, D., Nissl, M., Sallinger, E.: Neither in the programs nor in the data: mining the hidden financial knowledge with knowledge graphs and reasoning. In: Bitetta, V., Bordino, I., Ferretti, A., Gullo, F., Ponti, G., Severini, L. (eds.) MIDAS 2020. LNCS (LNAI), vol. 12591, pp. 119\u2013134. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-66981-2_10"},{"key":"5_CR37","unstructured":"Bellomarini, L., Nissl, M., Sallinger, E.: Monotonic aggregation for temporal datalog. In: RuleML+RR (Supplement). CEUR Workshop Proceedings, vol. 2956. CEUR-WS.org (2021)"},{"key":"5_CR38","unstructured":"Bellomarini, L., Nissl, M., Sallinger, E.: Query evaluation in datalogmtl - taming infinite query results. CoRR abs\/2109.10691 (2021)"},{"key":"5_CR39","doi-asserted-by":"crossref","unstructured":"Bellomarini, L., Nissl, M., Sallinger, E.: iTemporal: an extensible generator of temporal benchmarks. In: ICDE, pp. 2021\u20132033. IEEE (2022)","DOI":"10.1109\/ICDE53745.2022.00197"},{"issue":"9","key":"5_CR40","first-page":"975","volume":"11","author":"L Bellomarini","year":"2018","unstructured":"Bellomarini, L., Sallinger, E., Gottlob, G.: The vadalog system: datalog-based reasoning for knowledge graphs. VLDB 11(9), 975\u2013987 (2018)","journal-title":"VLDB"},{"key":"5_CR41","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1007\/978-3-030-53199-7_2","volume-title":"Knowledge Graphs and Big Data Processing","author":"L Bellomarini","year":"2020","unstructured":"Bellomarini, L., Sallinger, E., Vahdati, S.: Chapter\u00a02 Knowledge graphs: the layered perspective. In: Janev, V., Graux, D., Jabeen, H., Sallinger, E. (eds.) Knowledge Graphs and Big Data Processing. LNCS, vol. 12072, pp. 20\u201334. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-53199-7_2"},{"key":"5_CR42","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1007\/978-3-030-53199-7_6","volume-title":"Knowledge Graphs and Big Data Processing","author":"L Bellomarini","year":"2020","unstructured":"Bellomarini, L., Sallinger, E., Vahdati, S.: Chapter 6 Reasoning in knowledge graphs: an embeddings spotlight. In: Janev, V., Graux, D., Jabeen, H., Sallinger, E. (eds.) Knowledge Graphs and Big Data Processing. LNCS, vol. 12072, pp. 87\u2013101. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-53199-7_6"},{"key":"5_CR43","doi-asserted-by":"publisher","unstructured":"Berger, G., Gottlob, G., Pieris, A., Sallinger, E.: The space-efficient core of vadalog. ACM Trans. Database Syst. 47(1), 1:1\u20131:46 (2022). https:\/\/doi.org\/10.1145\/3488720","DOI":"10.1145\/3488720"},{"key":"5_CR44","unstructured":"Bergman, M.K.: A common sense view of knowledge graphs (2019)"},{"key":"5_CR45","unstructured":"Bollacker, K.D., Cook, R.P., Tufts, P.: Freebase: a shared database of structured general human knowledge. In: Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 22\u201326 July 2007, Vancouver, British Columbia, Canada, pp. 1962\u20131963. AAAI Press (2007)"},{"key":"5_CR46","unstructured":"Bordes, A., Usunier, N., Garc\u00eda-Dur\u00e1n, A., Weston, J., Yakhnenko, O.: Translating embeddings for modeling multi-relational data. In: Burges, C.J.C., Bottou, L., Ghahramani, Z., Weinberger, K.Q. (eds.) Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013, pp. 2787\u20132795. Proceedings of a meeting held, 5\u20138 December 2013, Lake Tahoe, Nevada, United States (2013)"},{"key":"5_CR47","doi-asserted-by":"crossref","unstructured":"Brandt, S., Kalayci, E.G., Kontchakov, R., Ryzhikov, V., Xiao, G., Zakharyaschev, M.: Ontology-based data access with a Horn fragment of metric temporal logic. In: AAAI, pp. 1070\u20131076. AAAI Press (2017)","DOI":"10.1609\/aaai.v31i1.10696"},{"key":"5_CR48","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1613\/jair.3873","volume":"48","author":"A Cal\u00ec","year":"2013","unstructured":"Cal\u00ec, A., Gottlob, G., Kifer, M.: Taming the infinite chase: query answering under expressive relational constraints. J. Artif. Intell. Res. 48, 115\u2013174 (2013)","journal-title":"J. Artif. Intell. Res."},{"key":"5_CR49","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1016\/j.websem.2012.03.001","volume":"14","author":"A Cal\u00ec","year":"2012","unstructured":"Cal\u00ec, A., Gottlob, G., Lukasiewicz, T.: A general datalog-based framework for tractable query answering over ontologies. J. Web Semant. 14, 57\u201383 (2012)","journal-title":"J. Web Semant."},{"key":"5_CR50","doi-asserted-by":"crossref","unstructured":"Cal\u00ec, A., Gottlob, G., Lukasiewicz, T., Marnette, B., Pieris, A.: Datalog+\/-: a family of logical knowledge representation and query languages for new applications. In: 2010 25th Annual IEEE LICS, pp. 228\u2013242. IEEE (2010)","DOI":"10.1109\/LICS.2010.27"},{"key":"5_CR51","unstructured":"Clearman, J., et al.: Feature engineering and explainability with vadalog: a recommender systems application. In: Alviano, M., Pieris, A. (eds.) Datalog 2.0 2019\u20133rd International Workshop on the Resurgence of Datalog in Academia and Industry co-located with the 15th International Conference on Logic Programming and Nonmonotonic Reasoning (LPNMR 2019) at the Philadelphia Logic Week 2019, Philadelphia, PA (USA), 4\u20135 June 2019. CEUR Workshop Proceedings, vol. 2368, pp. 39\u201343. CEUR-WS.org (2019). http:\/\/ceur-ws.org\/Vol-2368\/paper4.pdf"},{"key":"5_CR52","unstructured":"Csar, T., Lackner, M., Pichler, R., Sallinger, E.: Winner determination in huge elections with mapreduce. In: Singh, S., Markovitch, S. (eds.) Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 4\u20139 February 2017, San Francisco, California, USA, pp. 451\u2013458. AAAI Press (2017). http:\/\/aaai.org\/ocs\/index.php\/AAAI\/AAAI17\/paper\/view\/14894"},{"key":"5_CR53","doi-asserted-by":"crossref","unstructured":"Ding, W., Chaudhri, V.K., Chittar, N., Konakanchi, K.: JEL: applying end-to-end neural entity linking in jpmorgan chase. In: AAAI, pp. 15301\u201315308. AAAI Press (2021)","DOI":"10.1609\/aaai.v35i17.17796"},{"key":"5_CR54","unstructured":"FATF: Transparency and Beneficial Ownership (2016). http:\/\/www.fatf-gafi.org\/media\/fatf\/documents\/reports\/Guidance-transparency-beneficial-ownership.pdf. Accessed 17 Jan 2020"},{"key":"5_CR55","doi-asserted-by":"publisher","unstructured":"Fayzrakhmanov, R.R., Sallinger, E., Spencer, B., Furche, T., Gottlob, G.: Browserless web data extraction: challenges and opportunities. In: Champin, P., Gandon, F., Lalmas, M., Ipeirotis, P.G. (eds.) Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, 23\u201327 April 2018, pp. 1095\u20131104. ACM (2018). https:\/\/doi.org\/10.1145\/3178876.3186008","DOI":"10.1145\/3178876.3186008"},{"key":"5_CR56","unstructured":"Feinerer, I., Pichler, R., Sallinger, E., Savenkov, V.: On the undecidability of the equivalence of second-order tuple generating dependencies. In: Barcel\u00f3, P., Tannen, V. (eds.) Proceedings of the 5th Alberto Mendelzon International Workshop on Foundations of Data Management, Santiago, Chile, 9\u201312 May 2011. CEUR Workshop Proceedings, vol. 749. CEUR-WS.org (2011). http:\/\/ceur-ws.org\/Vol-749\/paper5.pdf"},{"key":"5_CR57","doi-asserted-by":"publisher","unstructured":"Feinerer, I., Pichler, R., Sallinger, E., Savenkov, V.: On the undecidability of the equivalence of second-order tuple generating dependencies. Inf. Syst. 48, 113\u2013129 (2015). https:\/\/doi.org\/10.1016\/j.is.2014.09.003","DOI":"10.1016\/j.is.2014.09.003"},{"key":"5_CR58","unstructured":"Furche, T., Gottlob, G., Neumayr, B., Sallinger, E.: Data wrangling for big data: towards a lingua franca for data wrangling. In: Pichler, R., da Silva, A.S. (eds.) Proceedings of the 10th Alberto Mendelzon International Workshop on Foundations of Data Management, Panama City, Panama, 8\u201310 May 2016. CEUR Workshop Proceedings, vol. 1644. CEUR-WS.org (2016). http:\/\/ceur-ws.org\/Vol-1644\/paper20.pdf"},{"key":"5_CR59","doi-asserted-by":"publisher","unstructured":"Glaser, P., Ali, S.J., Sallinger, E., Bork, D.: Model-based construction of enterprise architecture knowledge graphs. In: Almeida, J.P.A., Karastoyanova, D., Guizzardi, G., Montali, M., Maggi, F.M., Fonseca, C.M. (eds.) Enterprise Design, Operations, and Computing - 26th International Conference, EDOC 2022, Bozen-Bolzano, Italy, 3\u20137 October 2022, Proceedings. LNCS, vol. 13585, pp. 57\u201373. Springer, Cham (2022). https:\/\/doi.org\/10.1007\/978-3-031-17604-3_4","DOI":"10.1007\/978-3-031-17604-3_4"},{"key":"5_CR60","unstructured":"Glattfelder, J.B.: Ownership networks and corporate control: mapping economic power in a globalized world. Ph.D. thesis, ETH Zurich (2010)"},{"key":"5_CR61","doi-asserted-by":"publisher","unstructured":"Gottlob, G., Pichler, R., Sallinger, E.: Function symbols in tuple-generating dependencies: expressive power and computability. In: Milo, T., Calvanese, D. (eds.) Proceedings of the 34th ACM Symposium on Principles of Database Systems, PODS 2015, Melbourne, Victoria, Australia, 31 May\u20134 June 2015, pp. 65\u201377. ACM (2015). https:\/\/doi.org\/10.1145\/2745754.2745756","DOI":"10.1145\/2745754.2745756"},{"key":"5_CR62","unstructured":"Gottlob, G., Pieris, A.: Beyond SPARQL under owl 2 QL entailment regime: rules to the rescue. In: IJCAI (2015)"},{"key":"5_CR63","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1007\/978-3-030-19570-0_2","volume-title":"Logics in Artificial Intelligence","author":"G Gottlob","year":"2019","unstructured":"Gottlob, G., Pieris, A., Sallinger, E.: Vadalog: recent advances and applications. In: Calimeri, F., Leone, N., Manna, M. (eds.) JELIA 2019. LNCS (LNAI), vol. 11468, pp. 21\u201337. Springer, Cham (2019). https:\/\/doi.org\/10.1007\/978-3-030-19570-0_2"},{"key":"5_CR64","unstructured":"Guagliardo, P., Pichler, R., Sallinger, E.: Enhancing the updatability of projective views. In: Bravo, L., Lenzerini, M. (eds.) Proceedings of the 7th Alberto Mendelzon International Workshop on Foundations of Data Management, Puebla\/Cholula, Mexico, 21\u201323 May 2013. CEUR Workshop Proceedings, vol. 1087. CEUR-WS.org (2013). http:\/\/ceur-ws.org\/Vol-1087\/paper6.pdf"},{"key":"5_CR65","doi-asserted-by":"publisher","unstructured":"Gulino, A., Ceri, S., Gottlob, G., Sallinger, E., Bellomarini, L.: Distributed company control in company shareholding graphs. In: 37th IEEE International Conference on Data Engineering, ICDE 2021, Chania, Greece, 19\u201322 April 2021, pp. 2637\u20132648. IEEE (2021). https:\/\/doi.org\/10.1109\/ICDE51399.2021.00294","DOI":"10.1109\/ICDE51399.2021.00294"},{"key":"5_CR66","unstructured":"International Monetary Fund: World economic outlook, April 2019. https:\/\/bit.ly\/3cKyuzL. Accessed 22 Sep 2022"},{"key":"5_CR67","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-53199-7","volume-title":"Knowledge Graphs and Big Data Processing","year":"2020","unstructured":"Janev, V., Graux, D., Jabeen, H., Sallinger, E. (eds.): LNCS, vol. 12072. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-53199-7"},{"key":"5_CR68","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"548","DOI":"10.1007\/978-3-030-77385-4_33","volume-title":"The Semantic Web","author":"A Joshi","year":"2021","unstructured":"Joshi, A., et al.: A knowledge organization system for the united nations sustainable development goals. In: Verborgh, R., et al. (eds.) ESWC 2021. LNCS, vol. 12731, pp. 548\u2013564. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-77385-4_33"},{"key":"5_CR69","unstructured":"Kinnear, M., Shan, W.: The legal protection of foreign investment: a comparative study (with a Foreword by Meg Kinnear, Secretary-General of the ICSID). Bloomsbury Publishing (2012). https:\/\/books.google.it\/books?id=RyvcBAAAQBAJ"},{"key":"5_CR70","doi-asserted-by":"publisher","unstructured":"Kolaitis, P.G., Pichler, R., Sallinger, E., Savenkov, V.: Nested dependencies: structure and reasoning. In: Hull, R., Grohe, M. (eds.) Proceedings of the 33rd ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, PODS 2014, Snowbird, UT, USA, 22\u201327 June 2014, pp. 176\u2013187. ACM (2014). https:\/\/doi.org\/10.1145\/2594538.2594544","DOI":"10.1145\/2594538.2594544"},{"key":"5_CR71","doi-asserted-by":"publisher","unstructured":"Kolaitis, P.G., Pichler, R., Sallinger, E., Savenkov, V.: Limits of schema mappings. In: Martens, W., Zeume, T. (eds.) 19th International Conference on Database Theory, ICDT 2016, Bordeaux, France, 15\u201318 March 2016. LIPIcs, vol. 48, pp. 19:1\u201319:17. Schloss Dagstuhl - Leibniz-Zentrum f\u00fcr Informatik (2016). https:\/\/doi.org\/10.4230\/LIPIcs.ICDT.2016.19","DOI":"10.4230\/LIPIcs.ICDT.2016.19"},{"issue":"4","key":"5_CR72","doi-asserted-by":"publisher","first-page":"899","DOI":"10.1007\/s00224-017-9812-7","volume":"62","author":"PG Kolaitis","year":"2017","unstructured":"Kolaitis, P.G., Pichler, R., Sallinger, E., Savenkov, V.: Limits of schema mappings. Theory Comput. Syst. 62(4), 899\u2013940 (2017). https:\/\/doi.org\/10.1007\/s00224-017-9812-7","journal-title":"Theory Comput. Syst."},{"key":"5_CR73","doi-asserted-by":"publisher","unstructured":"Kolaitis, P.G., Pichler, R., Sallinger, E., Savenkov, V.: On the language of nested tuple generating dependencies. ACM Trans. Database Syst. 45(2), 8:1\u20138:59 (2020). https:\/\/doi.org\/10.1145\/3369554","DOI":"10.1145\/3369554"},{"issue":"1","key":"5_CR74","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s40537-019-0237-9","volume":"6","author":"N Konstantinou","year":"2019","unstructured":"Konstantinou, N., et al.: VADA: an architecture for end user informed data preparation. J. Big Data 6(1), 1\u201332 (2019). https:\/\/doi.org\/10.1186\/s40537-019-0237-9","journal-title":"J. Big Data"},{"key":"5_CR75","unstructured":"Magnanimi, D., Iezzi, M.: Ownership graphs and reasoning in corporate economics. In: EDBT\/ICDT Workshops (2022)"},{"key":"5_CR76","unstructured":"Mahdisoltani, F., Biega, J., Suchanek, F.M.: YAGO3: a knowledge base from multilingual wikipedias. In: Seventh Biennial Conference on Innovative Data Systems Research, CIDR 2015, Asilomar, CA, USA, 4\u20137 January 2015, Online Proceedings (2015). https:\/\/www.cidrdb.org\/"},{"issue":"4","key":"5_CR77","doi-asserted-by":"publisher","first-page":"455","DOI":"10.1145\/320107.320115","volume":"4","author":"D Maier","year":"1979","unstructured":"Maier, D., Mendelzon, A.O., Sagiv, Y.: Testing implications of data dependencies. ACM Trans. Database Syst. (TODS) 4(4), 455\u2013469 (1979)","journal-title":"ACM Trans. Database Syst. (TODS)"},{"issue":"4","key":"5_CR78","doi-asserted-by":"publisher","first-page":"471","DOI":"10.1007\/s00778-012-0299-1","volume":"22","author":"M Mazuran","year":"2013","unstructured":"Mazuran, M., Serra, E., Zaniolo, C.: Extending the power of datalog recursion. VLDB J. 22(4), 471\u2013493 (2013)","journal-title":"VLDB J."},{"key":"5_CR79","doi-asserted-by":"publisher","unstructured":"Michels, C., Fayzrakhmanov, R.R., Ley, M., Sallinger, E., Schenkel, R.: Oxpath-based data acquisition for dblp. In: 2017 ACM\/IEEE Joint Conference on Digital Libraries, JCDL 2017, Toronto, ON, Canada, 19\u201323 June 2017, pp. 319\u2013320. IEEE Computer Society (2017). https:\/\/doi.org\/10.1109\/JCDL.2017.7991609","DOI":"10.1109\/JCDL.2017.7991609"},{"key":"5_CR80","doi-asserted-by":"crossref","unstructured":"Miller, G.A.: Wordnet: a lexical database for English. Commun. ACM 38(11), 39\u201341 (1995)","DOI":"10.1145\/219717.219748"},{"key":"5_CR81","doi-asserted-by":"crossref","unstructured":"Mori, M., Papotti, P., Bellomarini, L., Giudice, O.: Neural machine translation for fact-checking temporal claims. In: Proceedings of the Fifth Fact Extraction and VERification Workshop (FEVER), pp. 78\u201382. Association for Computational Linguistics, May 2022","DOI":"10.18653\/v1\/2022.fever-1.8"},{"key":"5_CR82","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"483","DOI":"10.1007\/978-3-030-72113-8_32","volume-title":"Advances in Information Retrieval","author":"M Nayyeri","year":"2021","unstructured":"Nayyeri, M., Vahdati, S., Sallinger, E., Alam, M.M., Yazdi, H.S., Lehmann, J.: Pattern-aware and noise-resilient embedding models. In: Hiemstra, D., Moens, M.-F., Mothe, J., Perego, R., Potthast, M., Sebastiani, F. (eds.) ECIR 2021. LNCS, vol. 12656, pp. 483\u2013496. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-72113-8_32"},{"key":"5_CR83","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"438","DOI":"10.1007\/978-3-030-62419-4_25","volume-title":"The Semantic Web \u2013 ISWC 2020","author":"M Nayyeri","year":"2020","unstructured":"Nayyeri, M., et al.: Fantastic knowledge graph embeddings and how to find the right space for them. In: Pan, J.Z., et al. (eds.) ISWC 2020. LNCS, vol. 12506, pp. 438\u2013455. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-62419-4_25"},{"key":"5_CR84","unstructured":"Nissl, M., Sallinger, E.: Modelling smart contracts with datalogmtl. In: Ramanath, M., Palpanas, T. (eds.) Proceedings of the Workshops of the EDBT\/ICDT 2022 Joint Conference, Edinburgh, UK, 29 March 2022. CEUR Workshop Proceedings, vol. 3135. CEUR-WS.org (2022). http:\/\/ceur-ws.org\/Vol-3135\/EcoFinKG_2022_paper4.pdf"},{"key":"5_CR85","doi-asserted-by":"publisher","unstructured":"Nissl, M., Sallinger, E., Schulte, S., Borkowski, M.: Towards cross-blockchain smart contracts. In: IEEE International Conference on Decentralized Applications and Infrastructures, DAPPS 2021, Online Event, 23\u201326 August 2021, pp. 85\u201394. IEEE (2021). https:\/\/doi.org\/10.1109\/DAPPS52256.2021.00015","DOI":"10.1109\/DAPPS52256.2021.00015"},{"key":"5_CR86","doi-asserted-by":"publisher","unstructured":"Pichler, R., Sallinger, E., Savenkov, V.: Relaxed notions of schema mapping equivalence revisited. In: Milo, T. (ed.) Database Theory - ICDT 2011, 14th International Conference, Uppsala, Sweden, 21\u201324 March 2011, Proceedings, pp. 90\u2013101. ACM (2011). https:\/\/doi.org\/10.1145\/1938551.1938566","DOI":"10.1145\/1938551.1938566"},{"key":"5_CR87","doi-asserted-by":"publisher","unstructured":"Pichler, R., Sallinger, E., Savenkov, V.: Relaxed notions of schema mapping equivalence revisited. Theory Comput. Syst. 52(3), 483\u2013541 (2013). https:\/\/doi.org\/10.1007\/s00224-012-9397-0","DOI":"10.1007\/s00224-012-9397-0"},{"key":"5_CR88","doi-asserted-by":"publisher","unstructured":"Sallinger, E.: Reasoning about schema mappings. In: Kolaitis, P.G., Lenzerini, M., Schweikardt, N. (eds.) Data Exchange, Integration, and Streams, Dagstuhl Follow-Ups, vol. 5, pp. 97\u2013127. Schloss Dagstuhl - Leibniz-Zentrum f\u00fcr Informatik (2013). https:\/\/doi.org\/10.4230\/DFU.Vol5.10452.97","DOI":"10.4230\/DFU.Vol5.10452.97"},{"key":"5_CR89","unstructured":"Sallinger, E., Vahdati, S., Nayyeri, M., Wu, L. (eds.): Proceedings of the International Workshop on Knowledge Representation and Representation Learning co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), Virtual Event, September 2020, CEUR Workshop Proceedings, vol. 3020. CEUR-WS.org (2021). http:\/\/ceur-ws.org\/Vol-3020"},{"key":"5_CR90","doi-asserted-by":"publisher","unstructured":"Samarati, P.: k-anonymity. In: van Tilborg, H.C.A., Jajodia, S. (eds.) Encyclopedia of Cryptography and Security, 2nd ed., pp. 663\u2013666. Springer, Boston, MA (2011). https:\/\/doi.org\/10.1007\/978-1-4419-5906-5_754","DOI":"10.1007\/978-1-4419-5906-5_754"},{"key":"5_CR91","doi-asserted-by":"crossref","unstructured":"Shkapsky, A., Yang, M., Zaniolo, C.: Optimizing recursive queries with monotonic aggregates in deals. In: ICDE, pp. 867\u2013878. IEEE Computer Society (2015)","DOI":"10.1109\/ICDE.2015.7113340"},{"key":"5_CR92","unstructured":"Staff, O.: OECD handbook on economic globalisation indicators. OECD (2005)"},{"key":"5_CR93","unstructured":"Vlad, A., Vahdati, S., Nayyeri, M., Bellomarini, L., Sallinger, E.: Towards hybrid logic-based and embedding-based reasoning on financial knowledge graphs. In: EDBT\/ICDT Workshops (2022)"},{"key":"5_CR94","unstructured":"Vlad, A., Vahdati, S., Nayyeri, M., Bellomarini, L., Sallinger, E.: Towards hybrid logic-based and embedding-based reasoning on financial knowledge graphs. In: Ramanath, M., Palpanas, T. (eds.) Proceedings of the Workshops of the EDBT\/ICDT 2022 Joint Conference, Edinburgh, UK, 29 March 2022. CEUR Workshop Proceedings, vol. 3135. CEUR-WS.org (2022). http:\/\/ceur-ws.org\/Vol-3135\/EcoFinKG_2022_paper8.pdf"},{"key":"5_CR95","doi-asserted-by":"crossref","unstructured":"Walega, P.A., Cuenca Grau, B., Kaminski, M., Kostylev, E.V.: Datalogmtl: computational complexity and expressive power. In: IJCAI, pp. 1886\u20131892 (2019). https:\/\/www.ijcai.org\/","DOI":"10.24963\/ijcai.2019\/261"},{"key":"5_CR96","doi-asserted-by":"publisher","unstructured":"Wallmann, C., Gerschberger, M.: The association between network centrality measures and supply chain performance: the case of distribution networks. In: Longo, F., Affenzeller, M., Padovano, A. (eds.) Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020), Virtual Event, Austria, 23\u201325 November 2020. Procedia Computer Science, vol. 180, pp. 172\u2013179. Elsevier (2020). https:\/\/doi.org\/10.1016\/j.procs.2021.01.153","DOI":"10.1016\/j.procs.2021.01.153"},{"issue":"12","key":"5_CR97","doi-asserted-by":"publisher","first-page":"2724","DOI":"10.1109\/TKDE.2017.2754499","volume":"29","author":"Q Wang","year":"2017","unstructured":"Wang, Q., Mao, Z., Wang, B., Guo, L.: Knowledge graph embedding: a survey of approaches and applications. IEEE Trans. Knowl. Data Eng. 29(12), 2724\u20132743 (2017)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"5_CR98","doi-asserted-by":"crossref","unstructured":"West, R., Gabrilovich, E., Murphy, K., Sun, S., Gupta, R., Lin, D.: Knowledge base completion via search-based question answering. In: Proceedings of the 23rd International Conference on World Wide Web, pp. 515\u2013526. WWW 2014, Association for Computing Machinery, New York, NY, USA (2014)","DOI":"10.1145\/2566486.2568032"}],"container-title":["Lecture Notes in Computer Science","Reasoning Web. Causality, Explanations and Declarative Knowledge"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-31414-8_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,4,27]],"date-time":"2023-04-27T18:18:13Z","timestamp":1682619493000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-31414-8_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9783031314131","9783031314148"],"references-count":98,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-31414-8_5","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"28 April 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}