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Conversational intelligence analysis

Alice Toniolo, Alun D. Preece, Will Webberley, Timothy J. Norman, Paul Sullivan, Timothy Dropps
2016 Proceedings of the 17th International Conference on Distributed Computing and Networking - ICDCN '16  
The integrated system is developed for supporting intelligence analysis in a coalition environment.  ...  Moira is a conversational interface for information gathering, querying and evidence aggregation that supports cooperative data-driven analytics via Controlled Natural Language.  ...  Conversational sensing and argumentation-based reasoning underpin the system to enable collaborative intelligence analysis.  ... 
doi:10.1145/2833312.2849568 dblp:conf/icdcn/TonioloPWNSD16 fatcat:chcnr4gsubfxhg7jzqqp6oyytu

Intelligent intervention by conversational agent through chatlog analysis

Mike Procter, Fuhua Lin, Bob Heller
2018 Smart Learning Environments  
The effectiveness of learner interaction behaviors and the impact of intelligent intervention by the conversational agent were evaluated through chatlog analysis.  ...  And then we designed a set of strategies for intelligent intervention to improve learners' engagement when conversing with the conversational agents.  ...  For interventions 2 and 3 The conversational logs were analyzed, in part, using the lexical analysis tool, LIWC.  ... 
doi:10.1186/s40561-018-0079-5 fatcat:l2mkwz4mpjalbc5oxzwclqoidm

BI-REC: Guided Data Analysis for Conversational Business Intelligence [article]

Venkata Vamsikrishna Meduri, Abdul Quamar, Chuan Lei, Vasilis Efthymiou, Fatma Ozcan
2021 arXiv   pre-print
Conversational interfaces to Business Intelligence (BI) applications enable data analysis using a natural language dialog in small incremental steps.  ...  In this paper, we propose BI-REC, a conversational recommendation system for BI applications to help users accomplish their data analysis tasks.  ...  Intelligence (AI).  ... 
arXiv:2105.00467v1 fatcat:uuwo5axmyfa2jabyitwpgtpguq

Conversational Collaborative Recommendation – An Experimental Analysis

Rachael Rafter, Barry Smyth
2005 Artificial Intelligence Review  
However, content-based recommender system research has begun to look towards more conversational models of recommendation, where the user is actively engaged in directing search at recommendation time.  ...  Towards Conversational Collaborative Recommendation We have so far described collaborative recommendation and various styles of conversational recommendation.  ...  Conversational Model of Recommendation The conversational recommendation model has recently become a popular approach in content-based recommender system research.  ... 
doi:10.1007/s10462-005-9004-8 fatcat:lh5gan5x3jadbkpamaohvihxya

Using Conversation Analysis for Examining Social Media Interactions [chapter]

Matteo Farina
2020 Frontiers in Artificial Intelligence and Applications  
However, it seems that to date only a few studies have applied Conversation Analysis (CA) to study social media interactions.  ...  The aim of this paper is to show the benefits of using CA for the analysis of this type of social interactions.  ...  Conversation Analysis Origins Conversation Analysis (CA) is a methodological approach that studies social interactions [7] [8] [9] .  ... 
doi:10.3233/faia200779 fatcat:7obfs34nbfcttfqgtztkgr5bqu

A Conversational Agent Framework using Semantic Analysis

Karen O'Shea, Zuhair Bandar, Keeley Crockett
2010 International Journal of Intelligent Computing Research  
This paper focuses on the implementation of a novel semantic-based Conversational Agent (CA) framework. Traditional CAs interpret scripts consisting of structural patterns of sentences.  ...  The CKP consists of contexts based on previous analysis on why students fail/delay to pay their tuition fees [16] .  ...  Introduction A conversational agent is a computer program that can engage in conversation using natural language dialogue with a human participant. One of the earliest CAs developed was ELIZA [1] .  ... 
doi:10.20533/ijicr.2042.4655.2010.0002 fatcat:dclky5elinapxohqnlld5332iq

Automated Analysis of Mutual Gaze in Human Conversational Pairs [chapter]

Frank Broz, Hagen Lehmann, Chrystopher L. Nehaniv, Kerstin Dautenhahn
2013 Eye Gaze in Intelligent User Interfaces  
We also discuss how an algebraic analysis of the state transition structure of such models may reveal interesting properties of human gaze interaction.  ...  The approach taken in this work is to collect data from human conversational pairs with the goal of learning a controller for robot gaze directly from human data.  ...  Humans rely heavily on gaze information from their con-Copyright is held by the author/owner(s). 2nd Workshop on Eye Gaze in Intelligent Human Machine Interaction.  ... 
doi:10.1007/978-1-4471-4784-8_4 fatcat:fqvtq2mzdjasre4popkdetyaz4

A Formal Concept Analysis Approach to Cooperative Conversational Recommendation

Pablo Cordero, Manuel Enciso, Ángel Mora, Manuel Ojeda-Aciego, Carlos Rossi
2020 International Journal of Computational Intelligence Systems  
a conversational paradigm.  ...  Using the framework of formal concept analysis, particularly the notion of implication between attributes, we propose a method strongly based on logic which allows to manage the users' preferences by following  ...  Different tools have been used in this area, such as mathematical techniques (principal component analysis, linear discriminant analysis, independent component analysis), association rules or evolutionary  ... 
doi:10.2991/ijcis.d.200806.001 fatcat:dyhh57wf5vh6zlunyby6rgzq2i

Argumentation Reasoning with Graph Neural Networks for Reddit Conversation Analysis [chapter]

Teresa Alsinet, Josep Argelich, Ramón Béjar, Daniel Gibert, Jordi Planes, Nil Torrent
2021 Frontiers in Artificial Intelligence and Applications  
The automated analysis of different trends in online debating forums is an interesting tool for sampling the agreement between citizens in different topics.  ...  Reddit Debate Analysis In this section we give the definitions of the different components of the Reddit analysis system introduced in [3] .  ...  Then, in the PDebT T α obtained from each Reddit debate, the label for each edge (c 1 , c 2 ) is computed with the sentiment analysis software of [14] .  ... 
doi:10.3233/faia210124 fatcat:7tewyht74ngmngt6oibca3cybm

CASA: Conversational Aspect Sentiment Analysis for Dialogue Understanding

Linfeng Song, Chunlei Xin, Shaopeng Lai, Ante Wang, Jinsong Su, Kun Xu
2022 The Journal of Artificial Intelligence Research  
Overall, this task extends the standard aspect-based sentiment analysis to the conversational scenario with several major adaptations.  ...  To expedite the progress in this area, we introduce the task of conversational aspect sentiment analysis (CASA) that can provide useful fine-grained sentiment information for dialogue understanding and  ...  Creating a fine-grained corpus for chinese sentiment analysis. IEEE Intelligent Systems, 30(1):36-43. Zhong, P., Wang, D., and Miao, C. (2019) .  ... 
doi:10.1613/jair.1.12802 fatcat:nrwmrpj7rnecxdcbgetniav4l4

Exploring Big Data Environment for Conversation Data Analysis and Mining on Microblogs [chapter]

Rami Belkaroui, Dhouha Jemal, Rim Faiz
2015 Advances in Intelligent Systems and Computing  
In this paper, we propose a new approach to retrieve conversation on microblogging sites that combine Big Data environment and social media analytics solutions.  ...  While conducting our exploratory detection and analysis of the tweeter's conversation, we came across large conversations' features.  ...  The proposed approach can be used to extract conversation from social media in order to provide relevant results correspondig to user's information needs based on their interactions analysis.  ... 
doi:10.1007/978-3-319-26690-9_30 fatcat:n5deq5c5cjaflbfvk7mw6skgte

Voice conversion using nonlinear principal component analysis

B. Makki, S.A. Seyedsalehi, N. Sadati, M. Noori Hosseini
2007 2007 IEEE Symposium on Computational Intelligence in Image and Signal Processing  
In this work, a new method for voice conversion (VC) using nonlinear principal component analysis (NLPCA) is presented.  ...  In the last decades, much attention has been paid to the design of multi-speaker voice conversion.  ...  Principal Component Analysis (PCA) is one of the best data analysis methods applied in various fields [11] [12] [13] [14] .  ... 
doi:10.1109/ciisp.2007.369191 fatcat:rsetvm6wpzhdjpxgrrucviq6m4

Visual Attention, Speaking Activity, and Group Conversational Analysis in Multi-Sensor Environments [chapter]

Daniel Gatica-Perez, Jean-Marc Odobez
2010 Handbook of Ambient Intelligence and Smart Environments  
workplace, and more specifically, of conversational group interaction.  ...  Group conversations are ubiquitous, and represent a fundamental means through which ideas are discussed, progress is reported, and knowledge is created and disseminated.  ...  Multi-Party Interaction with Distant Access), the Swiss National Center for Competence in Research (NCCR) on Interactive Multimodal Information Management (IM2), and the US research program VACE (Video Analysis  ... 
doi:10.1007/978-0-387-93808-0_16 fatcat:a666y7rwn5dinmveekqbdrtkx4

Commercial ERP Chatbots : Conversational Intelligence Agents' Performance Analysis, User experience Benchmarks, and Quality Standards

Uday Kumar Adusumilli, Rajneesh Pandeya, Arvind Sebastian, Nanda Ashwin
2021 International Journal of Scientific Research in Science Engineering and Technology  
An evaluation of any commercial chatbot deployment requires a multidimensional assessment and the current state of Conversational Intelligence in the commercial virtual assistant market.  ...  A key goal of this paper is to investigate commercial applications for chatbots and propose several evaluation metrics for evaluating an embodied conversational agent's performance, usability, and overall  ...  Some created conversational artificial intelligence, however, with success. How is the market for conversational assistants currently doing?  ... 
doi:10.32628/ijsrset219415 fatcat:yjvfidajcnc6vk4msrrddcl75e

Visual structured summaries of human conversations

Giuseppe Carenini, Gabriel Murray
2010 Proceedings of the first international workshop on Intelligent visual interfaces for text analysis - IVITA '10  
nodes for the conversation participants.  ...  This paper presents an interactive interface to create visually structured summaries of human conversations via ontology mapping.  ...  Then, the user can search the conversation through an interactive visualization that effectively display both the ontology and the conversation, and allows the user to search the conversation based on  ... 
doi:10.1145/2002353.2002366 fatcat:vaofq6dqdvblzkfilsc5nal47y
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