MALLET & Dialog Systems 2015


Notes:

The MALLET Java “MAchine Learning for Language Toolkit” has been used by many universities and companies for various applications, such as dialogue systems, social computing, recommendation systems and vertical search.

  • Web discourse

Resources:

Wikipedia:

See also:

Dynamic Topic ModelingEllogon | LingPipe & Dialog SystemsMachine Learning & Chatbots


Leveraging topic models to develop metrics for evaluating the quality of narrative threads extracted from news stories J Schlachter, A Ruvinsky, LA Reynoso, S Muthiah… – Procedia …, 2015 – Elsevier … Help. Download full text in PDF Opens in a new window. Article suggestions will be shown in a dialog on return to ScienceDirect. Help. Direct export. Export file. … “MALLET: A Machine Learning for Language Toolkit.” http://mallet.cs.umass.edu. 2002. … Cited by 1 Related articles All 3 versions

Hierarchical Dialogue Act Classification in Online Tutoring Sessions BSVRB Nye, DM Morrison – educationaldatamining.org … dialog act category consists of different sub-categories which resulted in 133 distinct dialog acts out of … as initial models for a semi-supervised classifier which will ultimately identify Dialogue Acts in … “MALLET: A Machine Learning for Language Toolkit: http://mallet.cs.umass.edu. … Related articles All 2 versions

Semantic Features for Dialogue Act Recognition P Král, L Lenc, C Cerisara – International Conference on Statistical …, 2015 – Springer … http://mallet.cs.umass.edu. 28. … Appl. 1(1–2), 9–26 (2010). 29. Petukhova, V., Bunt, H.: Incremental dialogue act understanding. … Quarteroni, S., Ivanov, AV, Riccardi, G.: Simultaneous dialog act segmentation and classification from human-human spoken conversations. … Related articles All 7 versions

Project planning & system evaluation B MacCartney – 2015 – stanford.edu … Stack Exchange data dumps: https://archive.org/details/stackexchange ? Switchboard Dialog Act Corpus: http://www.stanford.edu/~jurafsky/ws97/ … The Cards dialogue corpus: http://cardscorpus.christopherpotts.net 19 … MALLET (Java): http://mallet.cs.umass.edu/ … All 3 versions

A Simultaneous Recognition Framework for the Spoken Language Understanding Module of Intelligent Personal Assistant Software on Smart Phones C Lee, Y Ko, J Seo – Volume 2: Short Papers – anthology.aclweb.org … In addition, since the SLU module in the previous dialogue systems has a complicated architecture that is … And this method was built only to combine the named entity and dialog-act, whereas we need to … Mallet: A machine learning for language kit, http://mallet.cs.umass.edu. … Cited by 1 Related articles All 10 versions

Topic Stability over Noisy Sources J Su, O Boydell, D Greene, G Lynch – arXiv preprint arXiv:1508.01067, 2015 – arxiv.org … Marc Cavazza. 2001. An empirical study of speech recognition errors in a task-oriented dialogue system. In Proceedings of the Second SIGdial Workshop on Discourse and Dialogue – Volume 16, SIGDIAL ’01, pages 1–8, Stroudsburg, PA, USA. … http://mallet.cs.umass.edu. … Related articles All 5 versions

Chinese Discourse Segmentation Based on Punctuation Marks Y Li, H Feng, W Feng – International Journal of Signal Processing, Image …, 2015 – sersc.org … Research in discourse parsing has been drawing more and more attention in recent years due to its importance in various NLP applications, such as summarization [1-2], question answering [3-4], and dialogue generation [5]. Discourse parsing includes many tasks such as … Related articles All 2 versions

SpeakerLDA: Discovering Topics in Transcribed Multi-Speaker Audio Contents D Spina, JR Trippas, L Cavedon… – Proceedings of the Third …, 2015 – dl.acm.org … [8] V. Demberg, A. Winterboer, and JD Moore. A strategy for information presentation in spoken dialog systems. Computational Linguistics, 37(3):489–539, 2011. … [18] AK McCallum. Mallet: A machine learning for language toolkit. http://mallet.cs.umass.edu, 2002. … Related articles All 7 versions

Topic facet modeling: semantic visual analytics for online discussion forums IH Hsiao, P Awasthi – Proceedings of the Fifth International Conference …, 2015 – dl.acm.org … 1 http://mallet.cs.umass.edu Stack Overflow Forum Posts – Java Stemming & Stop Words Removal Word List & Bag of Sentences preparation … Investigating the Relationship Between Dialogue Structure and Tutoring Effectiveness: A Hidden Markov Modeling Approach. … Cited by 5 Related articles All 3 versions

From Global Bellies to Global Minds: The Bread Platform for Geo-Cultural Integration R Pareschi, MF Santilli – Future Access Enablers of Ubiquitous and …, 2015 – Springer … of the “Bread” project, that aims to integrate visitors and emigrants by combining a very old form of dialogue and contact … classification structures; (iii) there is an excellent open-source software written in Java, and known as Mallet http://mallet.cs.umass.edu/, which makes … Related articles All 5 versions

Voltron: A hybrid system for answer validation based on lexical and distance features I Zamanov, N Hateva, M Kraeva, I Yovcheva… – SemEval- …, 2015 – anthology.aclweb.org … For the final classification, the trained classifier outputs class probabilities for each of the three desired categories: Good, Potential or Bad (which also includes Not English/Dialogue), and the one with the highest score is chosen as the label for the question-answer pair. … Cited by 4 Related articles All 10 versions

Facilitating Peer Learning and Knowledge Sharing in STEM Courses via Pattern Based Graph Visualization E Zegarra, SK Chang, J Wang – ksiresearchorg.ipage.com … The selected answer is brought into focus on the answers list to the right and its content is displayed in the Answers tab below. Figure 3. Pattern selection dialog allows students to select existing or create new design patterns. Page 4. … 2002. http://mallet.cs.umass.edu/. … Related articles All 2 versions

Topic Modeling for Conference Analytics P Liu, S Jameel, W Lam, B Ma, H Meng – System, 2015 – Citeseer … has 65 submitted papers (see Figure5(a)), but no match in 5(b) and only 19 matches (1.4%) in 5(c). Track 10 (Spoken Language Processing – Dialogue, Summa- rization … [11] AK McCallum, “MALLET: A Machine Learning for Language Toolkit,” 2002, http://mallet.cs.umass.edu. … Cited by 1 Related articles All 7 versions

Towards topic-to-question generation Y Chali, SA Hasan – Computational Linguistics, 2015 – MIT Press Cited by 8 Related articles All 9 versions

CoMiC: Adapting a short answer assessment system for answer selection B Rudzewitz, R Ziai – SemEval-2015, 2015 – aclweb.org … Each response has one of the six labels Good, Bad, Poten- tial, Dialogue, non-English, or Other, describing its potential for answering the corresponding question. The correct label for every response had to be pre- dicted by the systems at test time. … Cited by 1 Related articles All 9 versions

EMNLP versus ACL: Analyzing NLP Research Over Time SD Gollapalli, XL Li – anthology.aclweb.org … Topic ID Top Words 0 System, Dialogue, Dialogue System, Information, Speech Recognition, Speech, Dialogue Manager, Data Collection, User Utterances 1 Model, Training Data, Language Model, Model Parameters, Models, Generative Model … http://mallet.cs.umass.edu. … Related articles All 10 versions

Assisting Composition of Email Responses: a Topic Prediction Approach S Gella, M Dymetman, JM Renders… – arXiv preprint arXiv: …, 2015 – arxiv.org … acts” or “dialog acts” such as proposing a meet- ing, requesting information (Searle, 1976; Bunt, 2011). Several email studies including summa- rizing of email threads (Oya and Carenini, 2014) or classification of emails (Cohen et al., 2004) in- volve dialog-act based analysis. … All 3 versions

Combining three thriving business areas to enable monetisation for content providers and, ultimately, value to the end user JV Vidagany, B Smith, F Rodr – eChallenges e-2015 …, 2015 – ieeexplore.ieee.org … In order to provide Voice Dialog, Talkamatic Dialogue Manager (TDM) [24] is used as a Dialogue Manager and … https://opennlp.apache.org/ [17] Apache Lucene official website https://lucene.apache. org/ [18] Mallet Official website http://mallet.cs.umass.edu/ [19] AngularJS … Related articles

Discovering the Rise and Fall of Software Engineering Ideas from Scholarly Publication Data S Datta, S Sarkar, ASM Sajeev, N Kumar – Proceedings of the 24th …, 2015 – dl.acm.org … groups, who identify a set of canons, build a framework upon them, and present it to the SE commu- nity for dialogue and debate … ley/db/ 4http://dblp.l3s.de/dblp++.php 5http://dl.acm.org 6http://ieeexplore.ieee.org 7http://www.acm.org/about/class/1998 8http://mallet.cs.umass.edu … Related articles All 4 versions

[BOOK] Getting Started with Python Data Analysis M Czygan – 2015 – books.google.com … Words that you see on the screen, in menus or dialog boxes for example, appear in the text like this: “clicking the Next button moves you to the next screen”. Warnings or important notes appear in a box like this. … The reference page is at http://mallet.cs.umass.edu/. … All 3 versions

Visual Linguistic Analysis of Political Discussions: Measuring Deliberative Quality V Gold, M El-Assady, T Bögel… – … Scholarship in the …, 2015 – dsh.oxfordjournals.org … Are there sections with dialog structure within a multilog, ie a dialog with more than two participants? … For instance, in Fig. 2, a segment of intense dialog between the arbitrator Heiner Geißler and the representative of the German railway company, Volker Kefer, can be identified. … Cited by 3 Related articles All 6 versions

Success Factors for Effective Knowledge Sharing in Community-based Question-Answering F Calefato, F Lanubile, M Raffaella, NN Merolla – collab.di.uniba.it … MALLET: A Machine Learning for Language Toolkit. http://mallet.cs.umass.edu. 2002. … She obtained a PhD in Computer Science from the University of Bari in 2010, discussing a thesis on ‘Lexical Semantics of Dialogue Act’. Maria Raffaella Merolla is a MSc student. … Related articles

Portable automatic text classification for adverse drug reaction detection via multi-corpus training A Sarker, G Gonzalez – Journal of biomedical informatics, 2015 – Elsevier … Username: Password: Remember me. | Not Registered? Forgotten username or password? Help. Download PDF Opens in a new window. Article suggestions will be shown in a dialog on return to ScienceDirect. Help. Direct export. Export file. … Cited by 47 Related articles All 12 versions

Dropped Pronoun Recovery in Chinese SMS C Giannella, R Winder, S Petersen – mitre.org … Motivated by centering theory, Rao et al. trained a sequence labeler which, given an SMS dialogue between multiple communicants, jointly assigns a focus label14 to each message and a person number to each dropped pronoun. … Related articles All 4 versions

Automatic Labeling of Semantic Roles with a Dependency Parser in Hungarian Economic Texts Z Subecz – … Conference on Text, Speech, and Dialogue, 2015 – Springer … We would have got better results if our texts had been hand-annotated. 1 http://mallet.cs. umass.edu/ Page 5. Automatic Labeling of Semantic Roles with a Dependency Parser 265 5 Classification The target word was given for each input sentence. … Related articles All 2 versions

Query Refinement Using Conversational Context: A Method and an Evaluation Resource M Habibi, A Popescu-Belis – … on Applications of Natural Language to …, 2015 – Springer … 3, 993–1022 (2003)MATH. 6. Bohus, D., Horvitz, E.: Models for multiparty engagement in open-world dialog. … Proceedings of the SIGDIAL 2009 Conference: The 10th Annual Meeting of the Special Interest Group on Discourse and Dialogue, pp … http://mallet.cs.umass.edu. 21 … Related articles All 5 versions

Key Female Characters in Film Have More to Talk About Besides Men: Automating the Bechdel Test A Agarwal, J Zheng, SV Kamath… – … : The 2015 Annual …, 2015 – anthology.aclweb.org … The scene shows one conversation between two named women Mickey and Gail. Tag S denotes scene boundary, C denotes character mention, D denotes dialogue, N denotes scene description, and M denotes meta-data. … Cited by 3 Related articles All 5 versions

A cross-platform analysis of bugs and bug-fixing in open source projects: desktop vs. Android vs. iOS B Zhou, I Neamtiu, R Gupta – … of the 19th International Conference on …, 2015 – dl.acm.org Page 1. A Cross-platform Analysis of Bugs and Bug-fixing in Open Source Projects: Desktop vs. Android vs. iOS Bo Zhou Iulian Neamtiu Rajiv Gupta Department of Computer Science and Engineering University of California … Cited by 5 Related articles All 9 versions

Summarizing large text collection using topic modeling and clustering based on MapReduce framework NK Nagwani – Journal of Big Data, 2015 – journalofbigdata.springeropen.com … A technique is proposed by Lai and Renals [39], for meeting summarization using prosodic features and augment lexical features. Features related to dialogue acts are discovered and utilized for meeting summarization. An … Cited by 7 Related articles All 4 versions

Learning for Spoken Dialog Systems with Discriminative Graphical Models Y Ma – 2015 – etd.ohiolink.edu … Atlanta vii Page 9. Y. Ma, A. Raux, D. Ramachandran and R. Gupta, “Landmark-based Location Belief Track- ing in a Spoken Dialog System”, 13th annual SIGdial Meeting on Discourse and Dialogue, 2012, Seoul, South Korea A … Related articles All 3 versions

Latent semantics in named entity recognition M Konkol, T Brychcín, M Konopík – Expert Systems with Applications, 2015 – Elsevier … Username: Password: Remember me. | Not Registered? Forgotten username or password? Help. Download PDF Opens in a new window. Article suggestions will be shown in a dialog on return to ScienceDirect. Help. Direct export. Export file. … Cited by 14 Related articles All 4 versions

A Study on the Use of Word Embeddings and PageRank for Vietnamese Text Summarization V Phung, L De Vine – Proceedings of the 20th Australasian Document …, 2015 – dl.acm.org … for every training word. L = ? ?k?i?k,i=0 logp(wt+i|wt) (6) 4http://mallet.cs.umass. edu/ where k is the size of context window, wt is a training word, wt+i is a context word at the relative position ith of wt. The primary advantage … Cited by 2 Related articles

Enabling improved IR-based feature location D Binkley, D Lawrie, C Uehlinger, D Heinz – Journal of Systems and …, 2015 – Elsevier … Username: Password: Remember me. | Not Registered? Forgotten username or password? Help. Download PDF Opens in a new window. Article suggestions will be shown in a dialog on return to ScienceDirect. Help. Direct export. Export file. … Cited by 5 Related articles All 4 versions

Clustering Of Summarizing Multi-Documents (Large Data) By Using MapReduce Framework K Thirumalesh, S Asadi – i-manager’s Journal on Cloud …, 2015 – search.proquest.com … A technique is proposed by Lai and Renals [24], for meeting summarization using prosodic features and augment lexical features [14]. Features related to dialogue acts are discovered and utilized for meeting summarization. …

Big Data–Driven Natural Language–Processing Research and Applications V Gudivada, D Rao, V Raghavan – Big Data Analytics, 2015 – books.google.com … These results are used in other tasks such as co-reference resolution, word-sense disambiguation, semantic parsing, question answering, dialog systems, textual entailment, information extraction, information retrieval, and text summarization. … Cited by 7 Related articles

What online communities can tell us about electronic cigarettes and hookah use: a study using text mining and visualization techniques AT Chen, SH Zhu, M Conway – Journal of medical Internet research, 2015 – ncbi.nlm.nih.gov … From the dialogue content, the consumers in Vapor Talk appeared to primarily be end consumers, whereas the consumers in Hookah Forum consisted both of individuals interested in the purchase of hookah equipment for personal use, as well as proprietors of hookah lounges … Cited by 6 Related articles All 7 versions

Exploiting Debate Portals for Semi-Supervised Argumentation Mining in User-Generated Web Discourse I Habernal, I Gurevych – Proceedings of the 2015 Conference on Empirical …, 2015 – Citeseer Page 1. Exploiting Debate Portals for Semi-Supervised Argumentation Mining in User-Generated Web Discourse Ivan Habernal† and Iryna Gurevych†‡ †Ubiquitous Knowledge Processing Lab (UKP-TUDA) Department of Computer … Cited by 13 Related articles All 10 versions

How do politicians use Facebook? An applied Social Observatory S Caton, M Hall, C Weinhardt – Big Data & Society, 2015 – bds.sagepub.com … The results of the case study illustrate the ability to observe published sentiment and public dialogue as well as the difficulties associated with established methods within the field of sentiment analysis within short informal text. … Cited by 2 Related articles All 3 versions

Improving Summarization Quality with Topic Modeling M Litvak, N Vanetik, C Liu, L Xiao, O Savas – Proceedings of the 2015 …, 2015 – dl.acm.org Page 1. Improving Summarization Quality with Topic Modeling Marina Litvak, Natalia Vanetik Department of Software Engineering Shamoon College of Engineering Beer Sheva, Israel {marinal, natalyav}@sce.ac.il Chunlei Liu … Related articles

Exploring effective features for recognizing the user intent behind web queries A Figueroa – Computers in Industry, 2015 – Elsevier … Username: Password: Remember me. | Not Registered? Forgotten username or password? Help. Download PDF Opens in a new window. Article suggestions will be shown in a dialog on return to ScienceDirect. Help. Direct export. Export file. … Cited by 3 Related articles All 4 versions

An integrated, ontology-driven approach to constructing observational databases for research W Hsu, NR Gonzalez, A Chien, JP Villablanca… – Journal of biomedical …, 2015 – Elsevier … Username: Password: Remember me. | Not Registered? Forgotten username or password? Help. Download PDF Opens in a new window. Article suggestions will be shown in a dialog on return to ScienceDirect. Help. Direct export. Export file. … Cited by 4 Related articles All 12 versions

Critically engaging with social media research methods D Murthy – An End to the Crisis of Empirical Sociology?: Trends …, 2015 – books.google.com … visualisation. Not only do good visualisations clearly present complex findings derived from social media data, but they demystify the black box and serve to open dialogue, which can produce critical interrogations of these data. … Cited by 1 Related articles

Do the best design ideas (really) come from conceptually distant sources of inspiration? J Chan, SP Dow, CD Schunn – Design Studies, 2015 – Elsevier … Username: Password: Remember me. | Not Registered? Forgotten username or password? Help. Download PDF Opens in a new window. Article suggestions will be shown in a dialog on return to ScienceDirect. Help. Direct export. Export file. … Cited by 12 Related articles All 9 versions

An analysis of the coherence of descriptors in topic modeling D O’Callaghan, D Greene, J Carthy… – Expert Systems with …, 2015 – Elsevier … Username: Password: Remember me. | Not Registered? Forgotten username or password? Help. Download PDF Opens in a new window. Article suggestions will be shown in a dialog on return to ScienceDirect. Help. Direct export. Export file. … Cited by 13 Related articles All 8 versions

CODRA: A novel discriminative framework for rhetorical analysis S Joty, G Carenini, RT Ng – Computational Linguistics, 2015 – MIT Press Cited by 15 Related articles All 13 versions

Modeling the evolution of development topics using dynamic topic models J Hu, X Sun, D Lo, B Li – 2015 IEEE 22nd International …, 2015 – ieeexplore.ieee.org … 5http://code.google.com/p/princeton-statistical-learning/downloads/list 6http://mallet.cs.umass. edu/ 7http://www.risame.net/sun/Experiment%20Data%20and%20Results.zip A. Results of Our Approach … fea 3 view textarea set parser sidekick dialog posit locat default jEdit null … Cited by 7 Related articles All 4 versions

Keyword extraction and clustering for document recommendation in conversations M Habibi, A Popescu-Belis – IEEE/ACM Transactions on audio, …, 2015 – ieeexplore.ieee.org Page 1. 2329-9290 (c) 2015 IEEE. Personal use is permitted, but republication/ redistribution requires IEEE permission. See http://www.ieee.org/ publications_standards/publications/rights/index.html for more information. This … Cited by 26 Related articles All 8 versions

Modeling the dynamics of medical information through web forums in medical industry J Woo, MJ Lee, Y Ku, H Chen – Technological Forecasting and Social …, 2015 – Elsevier … Username: Password: Remember me. | Not Registered? Forgotten username or password? Help. Download PDF Opens in a new window. Article suggestions will be shown in a dialog on return to ScienceDirect. Help. Direct export. Export file. … Cited by 5 Related articles All 5 versions

Latent semantics in language models T Brychcín, M Konopík – Computer Speech & Language, 2015 – Elsevier … Username: Password: Remember me. | Not Registered? Forgotten username or password? Help. Download PDF Opens in a new window. Article suggestions will be shown in a dialog on return to ScienceDirect. Help. Direct export. Export file. … Cited by 1 Related articles All 2 versions

Diversifying customer review rankings R Krestel, N Dokoohaki – Neural Networks, 2015 – Elsevier … Username: Password: Remember me. | Not Registered? Forgotten username or password? Help. Download PDF Opens in a new window. Article suggestions will be shown in a dialog on return to ScienceDirect. Help. Direct export. Export file. … Cited by 2 Related articles All 6 versions

[BOOK] Natural language processing with Java RM Reese – 2015 – books.google.com … These projects required the APIJAR files to be added to the Libraries category of the Projects Properties dialog box. … edu/page/ software_view/LBJ LinguaStream http://www.linguastream.org/ LingPipe http://alias-i.com/lingpipe/ Mallet http://mallet.cs.umass.edu/ MontyLingua http … Cited by 2 Related articles All 2 versions

Eliciting and receiving online support: using computer-aided content analysis to examine the dynamics of online social support YC Wang, RE Kraut, JM Levine – Journal of medical Internet research, 2015 – jmir.org JMIR Publications. Menu Close Menu Search User Sign In Sign Up. Follow Us on Twitter: Home; Browse Journal; Current Issue; Upcoming Issue; Browse By Year; Browse by Year: Select… … Cited by 19 Related articles All 9 versions

Experience report: How do bug characteristics differ across severity classes: A multi-platform study B Zhou, I Neamtiu, R Gupta – Software Reliability Engineering ( …, 2015 – ieeexplore.ieee.org Page 1. Experience Report: How Do Bug Characteristics Differ Across Severity Classes: A Multi-platform Study Bo Zhou Iulian Neamtiu Rajiv Gupta Department of Computer Science and Engineering University of California, Riverside … Related articles All 6 versions

A hybrid model for automatic identification of risk factors for heart disease H Yang, JM Garibaldi – Journal of biomedical informatics, 2015 – Elsevier … Username: Password: Remember me. | Not Registered? Forgotten username or password? Help. Download PDF Opens in a new window. Article suggestions will be shown in a dialog on return to ScienceDirect. Help. Direct export. Export file. … Cited by 6 Related articles All 5 versions

Topic based classification and pattern identification in patents S Venugopalan, V Rai – Technological Forecasting and Social Change, 2015 – Elsevier … Username: Password: Remember me. | Not Registered? Forgotten username or password? Help. Download PDF Opens in a new window. Article suggestions will be shown in a dialog on return to ScienceDirect. Help. Direct export. Export file. … Cited by 6 Related articles All 6 versions

The Making of Knowledge-Makers in Composition: A Distant Reading of Dissertations BM Miller – 2015 – academicworks.cuny.edu … collocate within a small number of clusters, but not without cross-over among these clusters, and I call for increased dialogue among schools focusing on these different methods and subjects. Chapter 1, “Disciplinary Anxiety and the Composition of Composition,” reviews the … All 3 versions

Identifying patterns in informal sources of security information E Rader, R Wash – Journal of Cybersecurity, 2015 – cybersecurity.oxfordjournals.org Skip to main content. OUP user menu. … Cited by 5 Related articles All 14 versions

Compact multiview representation of documents based on the total variability space M Morchid, M Bouallegue, R Dufour… – … on Audio, Speech, …, 2015 – ieeexplore.ieee.org … Moreover, the multi-theme con- text of the proposed study implies a more complex dialogue representation [2]. In this paper, we tackle these two drawbacks by using multiple topic spaces obtained by varying the LDA hyper- parameters ? and ?, and the number of topics q. Each … Cited by 3 Related articles All 5 versions

Using the Structural Location of Terms to Improve the Results of Text Retrieval Based Approaches to Feature Location B Eddy – 2015 – Citeseer Page 1. USING THE STRUCTURAL LOCATION OF TERMS TO IMPROVE THE RESULTS OF TEXT RETRIEVAL BASED APPROACHES TO FEATURE LOCATION by BRIAN EDDY JEFF GRAY, COMMITTEE CHAIR NICHOLAS … Related articles All 3 versions

Latent semantics in language models T Brychc?n, M Konop?k – 2015 – researchgate.net Page 1. Latent semantics in language models Tomáš Brychc?na,b,?, Miloslav Konop?ka,b aDepartment of Computer Science and Engineering, Faculty of Applied Sciences, University of West Bohemia, Univerzitn? 8, 306 14 Plzen … Cited by 5 Related articles

Regulatory Analytics and Data Architecture (RADAR) K Jones – CIFR Paper No. WP065/2015, 2015 – papers.ssrn.com Page 1. Electronic copy available at: http://ssrn.com/abstract=2628939 Page 2. Electronic copy available at: http://ssrn.com/abstract=2628939 www.cifr.edu Page 3. Electronic copy available at: http://ssrn.com/abstract=2628939 1 Regulatory Analytics and Data Architecture … Cited by 2 Related articles