Psychotherapy & Natural Language Processing 2015


Notes:

  • Computational Psychotherapy

Resources:

  • discours.loria.fr .. workshop to discuss the latest advances in the modelling of discourses
  • sentic.net .. polarity detection and emotion recognition by leveraging on semantics and linguistics
  • therapynotes.com .. practice management for behavioral health

Wikipedia:

References:

See also:

Psychotherapy & Natural Language Processing 2014


Brain disorders? Precisely TR Insel, BN Cuthbert – Science, 2015 – science.sciencemag.org … Indeed, results using information retrieval and natural language processing methods to extract RDoC dimensions from electronic health records suggest that RDoC … one of the most powerful and precise interventions to alter such activity may be targeted psychotherapy, such as … Cited by 76 Related articles All 5 versions

Open challenges in modelling, analysis and synthesis of human behaviour in human–human and human–machine interactions A Vinciarelli, A Esposito, E André, F Bonin… – Cognitive …, 2015 – Springer … In: Proceedings of the Conference on Empirical Methods in Natural Language Processing. 2011;712–24. 89. … 107. Ramseyer F, Tschacher W. Nonverbal synchrony in psychotherapy: coordinated body movement reflects relationship quality and outcome. J Consult Clin Psychol. … Cited by 11 Related articles All 12 versions

Computational psychotherapy research: Scaling up the evaluation of patient–provider interactions. ZE Imel, M Steyvers, DC Atkins – Psychotherapy, 2015 – psycnet.apa.org … Many sessions were conducted by prominent psychotherapists who developed particular treatment approaches (eg, James Bugental, existential; Albert … To facilitate analysis we categorized each psychotherapy session into one of five treatment categories, (a) Psychodynamic … Cited by 15 Related articles All 11 versions

“Rate My Therapist”: Automated Detection of Empathy in Drug and Alcohol Counseling via Speech and Language Processing B Xiao, ZE Imel, PG Georgiou, DC Atkins… – PloS one, 2015 – journals.plos.org … Figures. Abstract. The technology for evaluating patient-provider interactions in psychotherapy–observational coding–has not changed in 70 years. It is labor … Method. Data sources: Psychotherapy Corpora. Three separate collections … Cited by 3 Related articles All 10 versions

Therapy language analysis using automatically generated psycholinguistic norms N Malandrakis, S Narayanan – companion submission …, 2015 – pdfs.semanticscholar.org … Index Terms: natural language processing, computational lin- guistics, affective lexicon 1. Introduction Psychotherapy has been increasingly popular in recent years as a subject of computational examinations, particularly with re- spect to the automatic evaluation of therapy … Cited by 2 Related articles All 3 versions

Pharmabot: a pediatric generic medicine consultant chatbot BEV Comendador, BMB Francisco… – Journal of Automation …, 2015 – joace.org … Index Terms—generic medicine, medicine consultant, pediatric consultation, chatbot, natural language processing … chatbots or human-computer dialogue systems have been developed using text communication starting from ELIZA that simulates a psychotherapist, and then … Cited by 1 Related articles

ELIZA fifty years later: An automatic therapist using bottom-up and top-down approaches R Rzepka, K Araki – Machine Medical Ethics, 2015 – Springer … language system that uses pattern matching to parody a Rogerian psychotherapist whose main … ethical side of the above-mentioned usages of computers in psychotherapy and health … In: Proceedings of the 10th symposium on natural language processing (SNLP 2013), pp 55 … Cited by 3 Related articles All 8 versions

Monitoring suicidal patients in primary care using electronic health records HD Anderson, WD Pace, E Brandt… – The Journal of the …, 2015 – Am Board Family Med … From this cohort, we identified 15,761 patients with HPI data that was processed through a natural language processing algorithm (HPI subset); 1,013 … and well-being has the potential to identify the need for new or different treatment (medications or psychotherapy) and increase … Cited by 6 Related articles All 8 versions

Artificial Intelligence Advanced Applic’s: Natural Language Processing S Tanimoto – pdfs.semanticscholar.org 1 CSE 473: Artificial Intelligence Advanced Applic’s: Natural Language Processing Steve Tanimoto — University of Washington [These slides were created by Dan Klein and Pieter Abbeel for CS188 Intro to AI at UC Berkeley. … ELIZA ? A “psychotherapist” agent (Weizenbaum …

Social Media Analytics for Behavioral Health R Yesha, A Gangopadhyay – International Journal of Emergency …, 2015 – omicsonline.com … Rappoport, 2010). Sentiment involves the use of Natural Language Processing (NLP), statistics, or machine learning methods to ex- tract, identify, or characterize the sentiment content of a text source (Liu, 2012). The automated … Related articles All 2 versions

Clinical Decision Support Systems: A Survey of NLP-Based Approaches from Unstructured Data L Gallardo-L – … 26th International Workshop on Database and …, 2015 – ieeexplore.ieee.org … The approaches exhibited use Natural Language Processing for at least one activity in clinical decision support. … or red flag warnings Syntactic based on statisti- cal analysis Outpatient Identification of new or different treat- ment (medications or psychotherapy) To enhance … Related articles

Enhanced Context Respectful Counseling Agent Y Yamamoto, T Shinozaki, S Tsuruta… – … on Signal-Image …, 2015 – ieeexplore.ieee.org … It is based on the assumption that a therapist who provides unconditional positive regard will stimulate psychotherapeutic personality change … By natural language processing, terms and their structure are extracted using an ontology dictionary, and then saved in context objects. … Related articles All 2 versions

Massive Development of E-Testing Questions S Ristov, M Gusev, G Armenski – International Journal of …, 2015 – researchgate.net … This is analyzed in scope of the natural language processing (NLP), such as those simulated psychotherapist programs, including the … the student’s answers to given questions, but to follow a certain procedure towards different goals, such as psychotherapy, diagnosis etc. … Cited by 1 Related articles All 5 versions

Socio-Technical And Organizational Challenges To Social Telerehabilitation Services G Marzano, V Lubkina – researchgate.net … in-cheek application, which emulated the responses of a Rogerian non-directional psychotherapist in an … field of natural language processing, while the new robots use the achievements in natural language processing for communicating … The Arts in Psychotherapy, 38(2), 86-95. …

Detecting Sentiments from Movie Reviews by Integrating Reviewers Own Prejudice K Yadav, SK Yadav, S Gupta – Global Journal of Computer …, 2015 – computerresearch.org … entiment analysis or opinion mining is the field of natural language processing dedicated to the computational analysis of opinions for the purpose of decision making (Kim, & Hovy, 2004). … The two data samples taken were psychotherapy and pharmacotherapy both of … Related articles All 5 versions

E-Testing question development technologies and strategies M Gusev, S Ristov, G Armenski – 2015 IEEE Global …, 2015 – ieeexplore.ieee.org … This is analyzed in scope of the natural language processing (NLP), such as those simulated psychotherapist programs, including the well-known Eliza, film Her etc. … Page 3. towards different goals, such as psychotherapy, diagnosis etc. … Cited by 1 Related articles

Context-based counselor agent for software development ecosystem T Shinozaki, Y Yamamoto, S Tsuruta – Computing, 2015 – Springer … 8]. An early variant of ELIZA, called DOCTOR, was introduced to simulate the interactions typical of client-centered psychotherapy. … While most of today’s chatterbots rely on natural language processing techniques, the e-learning community has contributed some relevant … Cited by 9 Related articles All 6 versions

Validation of Context Respectful Counseling Agent T Shinozaki, Y Yamamoto, S Tsuruta… – Systems, Man, and …, 2015 – ieeexplore.ieee.org … assumption that a therapist who provides unconditional positive regard will stimulate psychotherapeutic personality change … D. Natural Language Processing for Context-respectful CA Natural language processing is done as (1 … 3 Psychotherapy,” Iwasaki Gakujyutsu Shuppansya … Related articles

Mixed-initiative real-time topic modeling & visualization for crisis counseling K Dinakar, J Chen, H Lieberman, R Picard… – Proceedings of the 20th …, 2015 – dl.acm.org … Nearly a third of all practicing psychotherapists and counselors are expected to encounter … plight, crisis counseling can help transition a caller to longitudinal psychotherapy [13 … and uniqueness, whereas much of machine learn- ing and natural language processing tend towards … Cited by 7 Related articles All 7 versions

Chat-Bots for People with Parkinson’s Disease: Science Fiction or Reality? C KNUEPFFER – Driving Reform: Digital Health is Everyone’s …, 2015 – books.google.com … Parkinson’s disease, artificial intelligence, natural language processing, speech, voice, remote monitoring. … Surprisingly the first chat-bot was developed in 1966 by Weizenbaum and named Eliza which famously simulated a Rogerian psychotherapist [7]. Eliza was able to … Related articles All 7 versions

Comparing Uncivil Discourse with a Conversational Intelligent Agent in Public and Private Online Settings M Marcello – 2015 – scholarworks.rit.edu … agent would be a suitable method of creating a repeatable communication environment. An intelligent agent combines natural language processing with a personality, often graphical, to … role of a psychotherapist (Weizenbaum, 1966). Although giving the appearance of helpful … Related articles All 2 versions

Can social media help mental health practitioners prevent suicides? Anecdotal evidence suggests that analyzing Facebook posts can lead to earlier intervention VK Kailasam, E Samuels – Current Psychiatry, 2015 – questia.com … She had no history of suicide attempt or inpatient treatment, but she had briefly engaged in psychotherapy before discontinuing visits. … already has been established in a variety of applications, such as detecting e-mail spam, natural language processing, and computational … Cited by 1 Related articles

Information Technology Enhancements Targeting Screening, Intervention and Linkage for Acute Care Medical Patients with PTSD and Related Co-morbidity: An … D Zatzicka, J Russoa, CM Kellya, R Petersona, J Lovea… – 2015 – Springer … share common presentations and symptom overlap; prior study suggests that broad spectrum medication and psychotherapeutic treatments can … of the study team are developing trauma registry information system innovations that utilize natural language processing to capture … Related articles

A corpus for research in text processing for evidence based medicine D Mollá, ME Santiago-Martínez, A Sarker… – Language Resources and …, 2015 – Springer … Research advances in Natural Language Processing help in each of these steps, as has been shown in Athenikos and Han (2010)’s survey of biomedical question answering and Afantenos et al. (2005)’s survey of summarisation from medical documents. … Cited by 1 Related articles

SenticNet E Cambria, A Hussain – Sentic Computing, 2015 – Springer … In: Proceedings of the Conference on Human Language Technology and Empirical Methods in Natural Language Processing, Vancouver, pp. 579–586. … 69, 1–2 (2014)CrossRef. 67. Cambria, E., White, B.: Jumping NLP curves: a review of natural language processing research. … Cited by 2 Related articles

A numerical similarity approach for using retired Current Procedural Terminology (CPT) codes for electronic phenotyping in the Scalable Collaborative … JG Klann, LC Phillips, A Turchin… – BMC medical …, 2015 – bmcmedinformdecismak. … … Both of these approaches failed. Natural language processing. … Individual psychotherapy, insight oriented, behavior modifying and/or supportive, in an office or outpatient facility, approximately 20 to 30 min face-to-face with the patient. Current. * Psychiatric diagnostic evaluation. … Cited by 1 Related articles All 15 versions

‘Coming of Age’ of artificial intelligence: evolution of survivorship care through information technology S Hashmi – Bone marrow transplantation, 2015 – nature.com … Examples include natural language processing (computational techniques for the purpose of learning and producing human language content), computerized psychotherapy tools, digital disease detection, cost-effective drug development techniques and many others. … Related articles All 4 versions

Ecologically certified products promotion alternative management methods O Chaikin – Management Theory and Studies for Rural Business …, 2015 – mts.asu.lt … NLP could also be regarded as a method of psychotherapy, created at the intersection of neuroscience and linguistics, based on the fact of … POS-tagging for Oral Texts with CRF and Category Decomposition // Special issue: Natural Language Processing and its Applications. … Cited by 3

Contributions to a neurophysiology of meaning: The interpretation of written messages could be an automatic stimulus-reaction mechanism before becoming … R Maffei, LS Convertini, S Quatraro, S Ressa… – PeerJ, 2015 – peerj.com Background. Even though the interpretation of natural language messages is generally conceived as the result of a conscious processing of the message content, the influence of unconscious factors is also well known. What is still insufficiently known is the way such factors work … Related articles All 9 versions

Sentic Applications E Cambria, A Hussain – Sentic Computing, 2015 – Springer … In: Proceedings of the Conference on Human Language Technology and Empirical Methods in Natural Language Processing, Vancouver, pp. 579–586. … 69, 1–2 (2014)CrossRef. 67. Cambria, E., White, B.: Jumping NLP curves: a review of natural language processing research. … Related articles

Sentic Patterns E Cambria, A Hussain – Sentic Computing, 2015 – Springer … In: Proceedings of the Conference on Human Language Technology and Empirical Methods in Natural Language Processing, Vancouver, pp. 579–586. … 69, 1–2 (2014)CrossRef. 67. Cambria, E., White, B.: Jumping NLP curves: a review of natural language processing research. … Related articles

Determining women’s sexual self-schemas through advanced computerized text analysis AM Stanton, RL Boyd, CS Pulverman, CM Meston – Child abuse & neglect, 2015 – Elsevier … Recent advances in natural language processing have rendered many of these obstacles obsolete, as language quantification tools have become increasingly … or psychosis in the previous 6 months, (iv) current homicidal or suicidal intent, (v) current psychotherapy for sexual or … Related articles All 10 versions

Electronic health records in mental health research: a framework for developing valid research methods EG Castillo, M Olfson, HA Pincus… – Psychiatric …, 2015 – Am Psychiatric Assoc … platforms (10). Progress is also being made on developing sophisticated technologies, including natural language processing programs and predictive models, to extract and analyze information in EHR systems (11). Advances … Cited by 5 Related articles All 3 versions

The idiom principle revisited A Siyanova-Chanturia, R Martinez – Applied Linguistics, 2015 – Am Assoc Appl Ling … Frequency. Frequency plays a central role in natural language processing. According to Ellis (2002), language processing is tuned to input frequency because language users are highly sensitive to the frequencies of linguistic events in their experience (also see Bybee 1998). … Cited by 28 Related articles All 4 versions

Maturity is coherent: Structural and content-specific coherence in adolescent moral identity LC Reimer, KS Reimer – The Journal of Positive Psychology, 2015 – Taylor & Francis Related articles All 3 versions

Text mining applications in psychiatry: a systematic literature review A Abbe, C Grouin, P Zweigenbaum… – International journal of …, 2015 – Wiley Online Library … The combination of tech- niques from natural language processing (NLP), artificial intelligence, information retrieval and data mining help to apprehend the complex analytical processing system of written language (Cohen et al., 2008; Rzhetsky et al., 2009). … Cited by 4 Related articles All 4 versions

An Introduction to Artificial Intelligence in Behavioral and Mental Health Care DD Luxton – Artificial Intelligence in Behavioral and Mental …, 2015 – books.google.com … Natural Language Processing The capability of machines to interpret and process human (natural) language is … such techniques to identify relevant semantic content in psychotherapy transcripts for … For example, a virtual human psychotherapist could change its mannerisms (eg … Related articles

Review on Natural Language Processing Using the Artificial Neural Network Technique PM Rahane – ijmes.info … Natural Language Processing (NLP) can be defined as an automatic or semi-automatic approach of processing the human language [10]. … system running in limited “blocks worlds” with restricted vocabulary, and ELIZA, a imitation of a Rogerian psychotherapist, written by … Related articles

Global ontology research progress: a bibliometric analysis Q Zhu, X Kong, S Hong, J Li… – Aslib Journal of Information …, 2015 – emeraldinsight.com … Along with these debates, research on ontology was becoming increasingly prevalent in practice, eg knowledge engineering (Guarino, 1997; vanHeijst et al., 1997), natural language processing (Lang, 1991; Bateman, 1995; Bateman et al., 2010), knowledge representation … Cited by 5 Related articles

Lexical Characteristics of Emotional Narratives in Schizophrenia: Relationships With Symptoms, Functioning, and Social Cognition B Buck, DL Penn – The Journal of Nervous and Mental Disease, 2015 – journals.lww.com Close Window. Close Window. Enter your Email address: Wolters Kluwer Health may email you for journal alerts and information, but is committed to maintaining your privacy and will not share your personal information without your express consent. … Cited by 4 Related articles All 6 versions

Spoken Dialog Agent Applications using Emotional Expressions K Sumi – Emotions, Technology, and Design, 2015 – books.google.com … In the past, a computer program and an early example of primitive natural language processing, ELIZA (Weizenbaum, 1966) was developed to imitate a Rogerian psychotherapist, and was an early example of primitive natural lan- guage processing. … Related articles

Investigation of native speaker and second language learner intuition of collocation frequency A Siyanova?Chanturia, S Spina – Language Learning, 2015 – Wiley Online Library … According to Richards and Nation, part of L2 competence is the ability to judge how frequently words (and, arguably, other lexical items) are used in a language. It is widely accepted that frequency plays a key role in natural language processing. … Cited by 3 Related articles All 3 versions

Differential lexical correlates of social cognition and metacognition in schizophrenia; a study of spontaneously-generated life narratives B Buck, KS Minor, PH Lysaker – Comprehensive psychiatry, 2015 – Elsevier Social cognition and metacognition have been identified as important cognitive domains in schizophrenia, which are separable from general neurocognition and pre. Cited by 5 Related articles All 8 versions

Can social media help mental health practitioners prevent suicides? VK Kailasam, E Samuels – Current Psychiatry, 2015 – researchgate.net … treatment, but she had briefly engaged in psychotherapy before discontinuing visits. … as well as statistics, probability, and optimization, already has been established in a variety of applications, such as detecting e-mail spam, natural language processing, and computational … Related articles All 3 versions

Seeking and receiving social support on Facebook for surgery MA Davis, DL Anthony, SD Pauls – Social Science & Medicine, 2015 – Elsevier … To analyze the nature of the root post, we used text mining techniques similar to Latent Semantic Analysis (LSA) from the field of natural language processing to identify the most common words used in the posts as related to the extent of responses in our sample of Facebook … Cited by 10 Related articles All 9 versions

Closing the Quality Chasm: A Proposed Framework for Improving the Quality and Delivery of Psychosocial Interventions MJ England, AS Butler, ML Gonzalez, I of Medicine – 2015 – ncbi.nlm.nih.gov … Manuals were developed initially to facilitate efficacy studies of psychotherapy, to ensure that therapists were carrying out the treatment … the cost and time involved in conducting these reviews, innovations from the fields of engineering (eg, natural-language processing) could be …

A chatbot as a Question Answering Tool B AbuShawar, E Atwell – urst.org … The first chatbot ELIZA emulated a psychotherapist [20], and then Colby [12] developed PARRY to simulate a … can be seen in the deliberate simplicity of the pattern-matching algorithms: whereas AskJeeves uses sophisticated Natural Language Processing techniques including … Related articles

Blending qualitative and computational linguistics methods for fidelity assessment: Experience with the familias unidas preventive intervention C Gallo, H Pantin, J Villamar, G Prado, M Tapia… – … and Policy in Mental …, 2015 – Springer … Symbol manipulation underlies all of natural language processing (NLP), and as the objective is to extract meaning from sentences, this process more … Psychotherapy Research, 16, 240–299.CrossRef. Brown, CH, Kellam, SG, Kaupert, S., Muthén, BO, Wang, W., Muthén, L., et … Cited by 7 Related articles All 8 versions

Implications for the Future G Danner – Profit from Science, 2015 – Springer … entist Stephen Wolfram, WolframAlpha.com is one of the premier applications of natural language processing, ushering in an era of … evidence is clear—applications are now emerging in medicine, personal entertainment, remote device control, education, psychotherapy, and …

Visual Imagery Perspective and Conceptual Processing of Core Affect C Hsing – 2015 – etd.ohiolink.edu Page 1. Visual Imagery Perspective and Conceptual Processing of Core Affect THESIS Presented in Partial Fulfillment of the Requirements for the Degree Master of Arts in the Graduate School of The Ohio State University By Courtney Hsing Graduate Program in Psychology … Related articles All 2 versions

Do antidepressants increase the risk of mania and bipolar disorder in people with depression? A retrospective electronic case register cohort study R Patel, P Reiss, H Shetty, M Broadbent, R Stewart… – BMJ open, 2015 – bmjopen.bmj.com … data from the SLaM BRC Case Register from structured electronic health record fields and also using natural language processing (NLP) from … in patients with unipolar depression treated with SSRIs, and 0.9% in those patients treated with interpersonal psychotherapy over a 9 … Cited by 5 Related articles All 10 versions

(In)Coherence of discourse 3 Loria–room C005 http://discours. loria. fr Thursday 3rd and Friday 4th December 2015 D Altshuler, D Haug, E Breitholtz, C Howes, M Lavelle… – discours.loria.fr … Dudley, R. and Over, D. (2003). People with delusions jump to conclusions: a theoretical account of research findings on the reasoning of people with delusions. Clinical Psychology & Psychotherapy, 10(5):263–274. Gavilán, JM and Garc?a-Albea, JE (2011). … Related articles

A clinical perspective on the relevance of research domain criteria in electronic health records TH McCoy, VM Castro, HR Rosenfield… – American Journal of …, 2015 – Am Psychiatric Assoc … Method: The authors used information retrieval and natural language processing methods to extract estimates of the RDoC dimensions in the EHRs of a large health system. … 1990; 3:235–244 CrossRef. 17. Bird S, Klein E, Loper E: Natural Language Processing With Python. … Cited by 6 Related articles All 5 versions

Autonomous Virtual Human Agents for Healthcare Information Support and Clinical Interviewing A Rizzo, R Shilling, E Forbell, S Scherer… – … in Behavioral and …, 2015 – books.google.com … This capability has been around since the 1990s, but the previous limitations in graphic rendering, natural language processing, voice recognition … Weizenbaum reasoned that simulating a nondirectional psychotherapist was one of the easiest ways of simulating human verbal … Cited by 3 Related articles

A Novel Computer-Assisted Personality Profiling Methodology: Illustrating Psychological Analysis via Former Egyptian President Morsi’s Speech to the United Nations. Y Neuman, Y Cohen, G Shahar – American Intelligence …, 2015 – search.ebscohost.com … OCP. To explain this point, let us first introduce the idea of “vectorial semantics” (Turney and Pantel, 2010) and the way it is used in the field of Natural Language Processing (NLP) to measure the similarity between texts. The … Cited by 1

Assessment and pedagogy in the era of machine-mediated learning B Cope, M Kalantzis – Education as Social Construction, 2015 – taosinstitute.net … Examples include essays analyzed using statistical natural language processing algorithms (McNamara & Graesser, 2012; Shermis, 2014; Vojak, Kline, Cope, McCarthey, & Kalantzis, 2011), the tracking of navigation paths through games, simulations or intelligent tutors … Cited by 5 Related articles All 5 versions

Utilizing Depth Sensors for Analyzing Multimodal Presentations: Hardware, Software and Toolkits CW Leong, L Chen, G Feng, CM Lee… – Proceedings of the 2015 …, 2015 – dl.acm.org Page 1. Utilizing Depth Sensors for Analyzing Multimodal Presentations: Hardware, Software and Toolkits Chee Wee Leong, Lei Chen, Gary Feng, Chong Min Lee and Matthew Mulholland Research & Development Educational … Cited by 2 Related articles All 4 versions

A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews FS Bäumer, M Geierhos, S Schulze – International Conference on …, 2015 – Springer … It consists of various types of HCPs, especially physicians (67.6 %), health practitioners (7.9 %), psychotherapists (6.8 %), pharmacies (5.5 … Psychotherapist. … In: Clark, A., Fox, C., Lappin, S. (eds.) The Handbook of Computational Linguistics and Natural Language Processing, pp. … Related articles All 2 versions

Ethical Issues and Artificial Intelligence Technologies in Behavioral and Mental Health Care DD Luxton, SL Anderson… – Artificial Intelligence in …, 2015 – books.google.com … The professional relationship or thera- peutic relationship refers to the relationship between a provider of care (eg, a psychotherapist) and a … In mental health care, highly charged emotional interactions are intrinsic in the process of psychotherapy; thus respect for the emotional … Related articles

Predicting the quality of questions on Stackoverflow A Baltadzhieva, G Chrupa?a – RECENT ADVANCES IN, 2015 – grzegorz.chrupala.me … Stop words are filtered out from the vocabulary prior to natural language processing, because they are of little value in finding docu- ments matching a user’s information need (Man- ning et al., 2008). … Psychotherapy Research, 19(4-5):482– 492. … Related articles All 11 versions

Communication between physicians and patients with suspected or diagnosed binge eating disorder SG Kornstein, PE Keck Jr, BK Herman… – Postgraduate …, 2015 – Taylor & Francis … deidentified. Qualitative analysis of psychiatrist–patient conversations. Recorded provider–patient dialogues were analyzed using Verilogue’s proprietary natural-language processing (NLP) software and by sociolinguistic experts. … Cited by 1 Related articles All 3 versions

Perceptual dimensions differentiate emotions LA Cavanaugh, DJ MacInnis, AM Weiss – Cognition and Emotion, 2015 – Taylor & Francis … In Y. Wilks (Ed.), Theoretical issues in natural language processing (pp. … View all references) observed that psychotherapy clients describing depression often used metaphors related to weight (I just feel so heavy), darkness (it’s like a black cloud), constriction (I feel trapped) and … Cited by 5 Related articles All 8 versions

Sociology and the digital challenge M Savage – Innovations in digital research methods, 2015 – books.google.com … From the middle of the twentieth century, the interview became ostensibly democratized, where, influenced by the use of the ‘free interview’ in psychotherapy, anthropologists, sociologists and oral historians became inter- ested in using these conversations to get previously … Cited by 4 Related articles

Hoax categorization BLH Fern – 2015 – eprints.utar.edu.my … 7 1.4.2 Google Chrome Extension 8 1.4.3 Natural Language Processing (NLP) 9 1.4.3.1 Part of Speech (POS) Tagging 9 1.4.3.2 Lemmatization 10 … NGD Normalized Google Distance NLP Natural Language Processing ODBC Open Database Connectivity POS Part Of Speech … Related articles

ALICE chatbot: trials and outputs B AbuShawar, E Atwell – Computación y Sistemas, 2015 – cys.cic.ipn.mx … Our trials revealed the possibility of generating useful prototypes without the need for sophisticated natural language processing or complex machine … Institute of Technology [28-29], where Weizenbaum implemented the ELIZA chatbot to emulate a psychotherapist, and then … Cited by 1 Related articles All 2 versions

Teenchat: a chatterbot system for sensing and releasing adolescents’ stress J Huang, Q Li, Y Xue, T Cheng, S Xu, J Jia… – … Conference on Health …, 2015 – Springer … It acts like a psychotherapist to help speak- ers maintain the sense of being heard and understood. … [26,38] further applied natural language processing methods to parse sentences and proposed rules to reveal the relationships between a particular expression and emotion. … Cited by 3 Related articles All 3 versions

The suicide note as a genre: Implications for genre theory B Samraj, JM Gawron – Journal of English for Academic Purposes, 2015 – Elsevier Although most of the work on genre analysis has attended to academic and professional genres, we attempt to explore and extend key issues in genre theory throug. Cited by 1 Related articles All 2 versions

Big data are coming to psychiatry: a general introduction S Monteith, T Glenn, J Geddes… – International …, 2015 – journalbipolardisorders. … … Grether et al. (2009). Use natural language processing (NLP) to classify current mood state to identify treatment resistant depression. NLP models better than those relying on billing data alone. 127,504 patients with diagnosis of major depression. … Cited by 14 Related articles All 10 versions

Using analogies to explain versus inspire concepts A Chou, LH Shu – Artificial Intelligence for Engineering …, 2015 – Cambridge Univ Press … For example, Harré (1988) stated that many analogies were used in explanations in medicine and phys- ics. Holyoak and Thagard (1995, 1997) provide examples of analogy use in fields from psychotherapy to politics. Duit … Related articles All 4 versions

Adjectives, communities, and taxonomies of evaluative meaning N Millar, S Hunston – Functions of Language, 2015 – ingentaconnect.com Page 1. Adjectives, communities, and taxonomies of evaluative meaning Neil Millar and Susan Hunston University of Tsukuba / University of Birmingham From a corpus consisting of free text comments submitted to the website … Cited by 2 Related articles All 5 versions

Conceptualization of Verb-Across Constructions through Metaphor and Metonymy Y Choi – ???????, 2015 – aellk.or.kr … 263 b. Geoffrey Dawson, a Sydney-based Zen meditation teacher and psychotherapist, has come across twenty people who had mentally distressing experiences… … Page 22. 268 Youngju Choi Processing to Natural Language Processing. Ed. Cornelia Zelinsky-Wibbelt. … Related articles All 2 versions

TeenChat: A Chatterbot System for Sensing and Releasing Adolescents’ Stress J Jia, L Feng – … Science: 4th International Conference, HIS 2015, …, 2015 – books.google.com … It acts like a psychotherapist to help speak- ers maintain the sense of being heard and understood. … because of the existence of negation and various sentence structures, only considering keywords is not enough.[26, 38] further applied natural language processing methods to … Related articles

Collocation in beginner learner writing: A longitudinal study A Siyanova-Chanturia – System, 2015 – Elsevier The fact that second-language (L2) learners have problems with collocation is widely attested. However, few studies have investigated the development of L2 coll. Cited by 2 Related articles All 6 versions

The Emergence of the Human Language-ready Brain A Benítez-Burraco, C Boeckx – Ways to (proto) language conference series – protolang.org Page 13. Symposia 12 The Emergence of the Human Language-ready Brain Antonio Benítez-Burraco1, Cedric Boeckx2, 3 1University of Huelva 2Universitat de Barcelona 3ICREA The past 10 years have witnessed rapid progress … Related articles

Grey relational analysis and natural language Processing AS Khuman, Y Yang, S Liu – 2015 IEEE International …, 2015 – ieeexplore.ieee.org … I. INTRODUCTION Natural language processing (NLP) is primarily concerned with the interaction between machines and human based linguistics [5]. NLP itself … of NLP continued, contributing to the likes of ELIZA, a system which simulated a Rogerian psychotherapist, or simply … Cited by 2 Related articles All 3 versions

Creation of an english ontology for oncological environments applied to Chatbox IS Rusu – 2015 – e-archivo.uc3m.es … Although both kinds share a very important basis, the Natural Language Processing, they emerged from at different times, have a different … Among the first and most famous chatbots we find ELIZA, emulating a Rogerian Psychotherapist, developed by Weizenbaum from the MIT …

Maintaining psycho-social health on the way to Mars and back P Wu, J Morie, P Wall, E Chance… – Virtual Reality …, 2015 – researchgate.net … Through natural-language processing, these agents can process what a person is asking, and by accessing a domain-specific database, provide an … reports about ELIZA, a simple natural language processor built in the mid-1960s which posed as a Rogerian psychotherapist[49 … Cited by 5 Related articles All 2 versions

Aneesah: A Conversational Natural Language Interface to Databases K Shabaz, JD O’Shea, KA Crockett… – Proceedings of the World …, 2015 – iaeng.org … and later was put into practice in the 70s with the development of the ELIZA Chatbot, which simulated a psychotherapist [4]. Among … tuple calculus to allow context free grammar [19] and NaLIR a keyword based search interface developed using Natural Language Processing [20 … Cited by 1 Related articles

Want Answers? A Reddit Inspired Study on How to Pose Questions Y Dahiya, P Talukdar – arXiv preprint arXiv:1512.01768, 2015 – arxiv.org … Studies on questioning techniques date back to Socrates [6], [7], who encouraged a systematic, disci- plined, and deep questioning of fundamental concepts, theories, issues and problems. Socratic questioning is widely adopted in education and psychotherapy. … Related articles All 3 versions

PCMD: personality-characterized mood dynamics model toward personalized virtual characters J Zhang, J Zheng… – … Animation and Virtual …, 2015 – Wiley Online Library … has wide use in various applications including tutoring system [4], job interviews [5], negotiations [6], and psychotherapy [7]. … The system structure is shown in Figure 3. The system integrates many functionalities including natural language processing, face recognition, affective … Cited by 1 Related articles All 2 versions

Emotion Simulation for Robots M Luca – Cognitive Sciences–An Interdisciplinary Approach – academia.edu … a PhD student at the University of Ia?i, Faculty of Computer Science where she is studying the discourse in Natural Language Processing area with … He is also a clinical psychologist and a psychotherapist with over 5 years of clinical expertise in both private and hospital setting. … Related articles All 3 versions

Association between antipsychotic/antidepressant drug treatments and hospital admissions in schizophrenia assessed using a mental health case register RN Cardinal, G Savulich, LM Mann… – npj …, 2015 – search.proquest.com … Unstructured text, such as letters and discharge summaries, were searched using GATE14 natural language processing (NLP) software for … Concomitant treatments (such as psychotherapy or electroconvulsive therapy) and concomitant physical illnesses were not measured and … Related articles All 6 versions

Comparison of prediction models for coronary heart diseases in depression patients J Yang, Y Lee, U Kang – Int. J. Multimedia Ubiq. Eng, 2015 – sersc.org … Therefore, depression requires continued counseling as well as psychotherapy with proper management of disease. … PO Alderson, W. DuMouchel, SB Johnson and PD Clayton, “Unlocking clinical data from narrative reports: a study of natural language processing”, Annals of … Cited by 2 Related articles All 2 versions

Meta-effectiveness Excerpts from Cognitive Productivity: Using Knowledge to Become Profoundly Effective LP Beaudoin – sfu.ca … 330 15.1 The pertinence of psychotherapy concepts and methods to meta-effectiveness . . . . 331 15.2 The practical relevance of meta-effectiveness to psychotherapy . . . . . 332 15.3 H-CogAff (mental architecture) and ACT as complementary . . . . . … Related articles

Interdisciplinary Bibliography and References DK Beman – 2015 – physicsofwriting.com … Basch, MF (1988). Understanding psychotherapy: the science behind the art. NY: Basic Books. Questia database: … (2004). Writing cures: an introductory handbook of writing in counselling and psychotherapy. NY: Brunner-Routledge. … Related articles All 2 versions

17th ACM International Conference on Multimodal Interaction B Diana, M Elia, V Zurloni, A Elia, A Maisto, S Pelosi – 2015 – academia.edu … Law and Human Behavior. 29, 6 (2005), 683-704. doi: 10.1007/s10979-005-7370-z [9] Heilveil, I. and Muehleman, JT 1981. Nonverbal clues to deception in a psychotherapy analogue. Psychotherapy: Theory, Research & Practice. 18, 3 (1981), 329-335. … Related articles All 2 versions

Validation of electronic health record phenotyping of bipolar disorder cases and controls VM Castro, J Minnier, SN Murphy… – American Journal of …, 2015 – Am Psychiatric Assoc … disorder. Natural language processing was used to train a diagnostic algorithm with 95% specificity for classifying bipolar disorder. … Results: The PPV of bipolar disorder defined by natural language processing was 0.85. Coded … Cited by 16 Related articles All 6 versions

Multimodal Deception Detection: A t-pattern Approach B Diana, M Elia, V Zurloni, A Elia, A Maisto… – Proceedings of the 2015 …, 2015 – dl.acm.org Page 1. Multimodal Deception Detection: A t-pattern Approach Barbara Diana Department of Human Sciences for Education University of Milano-Bicocca – Piazza dell’Ateneo Nuovo 1, 20126 Milano (MI) +390264481 barbara.diana@unimib.it … Related articles

An analysis of semantic field on The Global Health and Travel magazine IE Saputri – 2015 – repository.uinjkt.ac.id Page 1. AN ANALYSIS OF SEMANTIC FIELD ON THE GLOBAL HEALTH AND TRAVEL MAGAZINE A Thesis Submitted to Letters and Humanities Faculty in Partial Fulfillment of the Requirements for the Degree of Strata One (S1) By INTAN EKA SAPUTRI 1110026000115 … Related articles

Examining the specification validity of the HEDIS quality measures for substance use disorders AHS Harris, L Ellerbe, TE Phelps, JW Finney… – Journal of substance …, 2015 – Elsevier … As previously noted, administrative procedure codes for psychotherapy do not specify the type of psychotherapy provided. … Perhaps natural language processing or other text analysis method will allow for more feasible exploration of these aspects of measure performance in the … Cited by 7 Related articles All 6 versions

Shall we talk? Conversing with humans and robots NS Baron – The Information Society, 2015 – Taylor & Francis … His ELIZA program (built to emulate a Rogerian psychotherapist) shifted the discourse balance … Since the days of ELIZA, artificial intelligence researchers have made remarkable progress in developing natural language processing tools that “understand” both written and spoken … Cited by 5 Related articles All 5 versions

Sources And Resources L Hantrais, AT Lenihan, S MacGregor, D Bristow… – Evidence & … – ingentaconnect.com … number of data elements. The authors conclude that biomedical natural language processing techniques have not been fully utilised to fully or even partially automate the data extraction step of systematic reviews. Jordan, Z, Munn …

When the ball stops, the fun stops too: The impact of social inclusion on video game enjoyment ND Bowman, R Kowert, E Cohen – Computers in Human Behavior, 2015 – Elsevier Video games have long been understood as an entertaining and popular medium, and recent work has suggested that at least part of their appeal rests in their abi. Cited by 2 Related articles All 5 versions

Imitation Technology A Gupta, G Grand – 2015 – gabegrand.com … We will preface this section by reminding that this a significant area of research in natural language processing, and we are … MIT computer scientist Joseph Weizenbaum created a chatbot called ELIZA that simulated the role of a Rogerian psychotherapist (Weizenbaum, 1983). …

Pragmatic markers as implicit emotive anchoring J Wilson, H Walker – Pragmatic Markers in Irish English, 2015 – books.google.com Page 255. Pragmatic markers as implicit emotive anchoring Modality as evidence of trauma in the 1641 depositions John Wilson and Heather Walker University of Ulster This chapter analyses pragmatic markers within survivor … Related articles

Allying Information And Communications Technology With (Psycho)Linguistic Sciences To Design Alternative And Augmentative Communication Systems For Persons With Speech And Motor Impairment Nadine Vigouroux, Philippe Boissière, Frédéric Vella, Mustapha Mojahid and JL Bouraoui – … Perspectives on Language Cognition: Essays in …, 2015 – books.google.com … This categorization is used in automatic speech processing and natural language processing to compute graphe- mic or phonetic recognition rates. … annotator agreement for a written dialogue between an adolescent with cerebral palsy and her psychotherapist, featuring 150 … Related articles

Novel and Emerging Strategies for Longitudinal Data Collection M Udtha, K Nomie, E Yu… – Journal of Nursing …, 2015 – Wiley Online Library … Retrieving data from EMRs can be conducted using myriad methods, such as machine learning models, natural language processing to obtain … commitment therapy) combined SMS with cloud computing using Google technology to conduct real-time psychotherapy with patients … Cited by 1 Related articles All 4 versions

[BOOK] The Oxford handbook of the word JR Taylor – 2015 – books.google.com … in books such as Variation and Change in Morphology (Benjamins, 2010), and Handbook of Natural Language Processing (Taylor & … He has authored a monograph, Metaphor in Psychotherapy: A Descriptive and Prescriptive Analysis (John Benjamins, 2013), published articles … Cited by 3 Related articles All 2 versions

Visual aggregate analysis of eligibility features of clinical trials Z He, S Carini, I Sim, C Weng – Journal of biomedical informatics, 2015 – Elsevier To develop a method for profiling the collective populations targeted for recruitment by multiple clinical studies addressing the same medical condition using o. Cited by 8 Related articles All 8 versions

Coordination: Theoretical, Methodological, and Experimental Perspectives A Paxton – 2015 – escholarship.org Page 1. … Related articles All 3 versions

Adapting Behavioral Parent Training As An Interactive Computer Game Team VIRTUAL E Cheung – 2015 – drum.lib.umd.edu … Instead of a traditional psychotherapy format, where a child would meet with a therapist, BPT is a family-centric approach (Eyberg & Robinson, 1982; Reitman & McMahon, 2013). … psychotherapy to models that treated the child together with their family (Reitman & McMahon, … Related articles

Moderator Assistant: A Natural Language Generation-Based Intervention to Support Mental Health via Social Media MS Hussain, J Li, LA Ellis… – … of Technology in …, 2015 – Taylor & Francis … 2014). This could be done using Natural Language Processing and Generation tools that filter, sort posts, and generate draft responses that the moderators could then use and subsequently track the impact of their feedback. … Related articles All 2 versions

Routine mental health outcome measurement in the UK AJD Macdonald, AJB Fugard – International Review of Psychiatry, 2015 – Taylor & Francis … [CrossRef], [PubMed], [Web of Science ®] View all references), either through informal self-funded counselling, private psychotherapy services, charitable organizations, eg for … Clinical significance: A statistical approach to defining meaningful change in psychotherapy research. … Cited by 1 Related articles All 5 versions

Cognitive Learning with Electronic Media and Social Networking A Ursyn – Handbook of Research on Maximizing Cognitive …, 2015 – books.google.com Page 27. Chapter 1 Cognitive Learning with Electronic Media and Social Networking Anna Ursyn University of Northern Colorado, USA ABSTRACT This chapter explores the existing and potential possibilities of exchanging … Cited by 1 Related articles All 3 versions

High Weirdness: Visionary Experience in the Seventies Counterculture E Davis – 2015 – scholarship.rice.edu Page 1. Page 2. Abstract High Weirdness: Visionary Experience in the Seventies Counterculture By Erik Davis This project interweaves two critical investigations into the history of religions in America, one theoretical and one historical. … Related articles

The city of London in the novels of Neil Gaiman and Peter Ackroyd M Wojdy?a – Wybrane prace seminaryjne studentów anglistyki z lat … – wsf.edu.pl Page 150. The city of London in the novels of Neil Gaiman and Peter Ackroyd by Mateusz Wojdy?a under the supervision of Prof. Ewa K?b?owska-?awniczak The aim of this article is to verify and describe aspects of the City of … Related articles

[BOOK] Measuring the Quality of Care for Psychological Health Conditions in the Military Health System: Candidate Quality Measures for Posttraumatic Stress … KA Hepner, CP Roth, C Farris, GR Martsolf, EM Sloss… – 2015 – books.google.com … these data typically do not capture many important aspects of the process of care (eg, whether the psychotherapy delivered was … Natural-language processing (NLP) is another emerging technology that seeks to provide a means for higher-quality data collec- tion without manual … Related articles All 7 versions

The status and function of Inanimate ‘object-actors’ in cyborg theatre G Acaroglu – 2015 – dro.deakin.edu.au Page 1. THE STATUS AND FUNCTION OF INANIMATE ‘OBJECT-ACTORS’ IN CYBORG THEATRE by Gorkem Acaroglu MA Media Arts, MA Interactive Media Submitted in fulfilment of the requirements for the degree of Doctor of Philosophy Deakin University July 2015 Page 2. … Related articles

[BOOK] Mental Health Practice in a Digital World: A Clinicians Guide NA Dewan, JS Luo, NM Lorenzi – 2015 – books.google.com … Policy and IT Landscape in Public Mental Health Care Ron Manderscheid 2 Electronic Health Records Technology:? Policies and Realities Lori Simon 3 Leading Health IT Optimization:? A Next Frontier Greg Hindahl 4 ComputerAided Psychotherapy Technologies Marni L … Related articles All 2 versions

AAPM 2015 Annual Meeting Abstracts J Chen, MD Farshad Ahadian… – Pain …, 2015 – painmedicine.oxfordjournals.org Skip to main content. OUP user menu. …

A survey of available corpora for building data-driven dialogue systems IV Serban, R Lowe, L Charlin, J Pineau – arXiv preprint arXiv:1512.05742, 2015 – arxiv.org … driven machine learning methods have been shown to be effective for natural language processing, including tasks relevant for dialogue such as … a system based only on simple text parsing rules which managed to convincingly mimic a Rogerian psychotherapist by persistently … Cited by 14 Related articles All 2 versions

A Focused Web Crawler Driven by Self-Optimizing Classifiers D Sobania – 2015 – lt.informatik.tu-darmstadt.de … 3.1 Natural Language Processing and its Applications The origins of computer-based natural language processing lie in the 1950s. … ELIZA is a simple chatterbot simulating a psychotherapist. It is based on keyword matching and rule-based content transformation. … Related articles

Harmonised Shape Grammar in Design Practice A Kunkhet – 2015 – eprints.staffs.ac.uk … grammar (SG) by applying knowledge from the field of natural language processing (NLP). … characteristics, and behaviour. In order to test the framework, this research applies the five natural language processing levels to a set of 3D humanoid characters. To … Related articles All 4 versions

Addressing the challenges and limitations of utilizing data to study serial homicide E Yaksic – Crime Psychology Review, 2015 – Taylor & Francis Cited by 2 Related articles

An Association Of Cancer Physicians’Strategy For Improving Services And Outcomes For Cancer Patients Supporting … J Joffe, A Januszewski, P Selby – theacp.org.uk … More severe psychological distress (Levels 3 and 4) are managed by a variety of psychological specialists, including counsellors, mental health nurses, clinical and health psychologists, psychotherapists and liaison psychiatrists. …

Laughing With A Virtual Agent: An Evaluation Study Using A Virtual Character Expressing Different Copying Behaviours. M Poesio, B Biancardi, C Pelachaud – perso.telecom-paristech.fr Page 1. MASTER DEGREE IN COGNITIVE SCIENCE Language and Multimodal Interaction Track THESIS LAUGHING WITH A VIRTUAL AGENT: an evaluation study using a virtual character expressing different copying behaviours. Supervisor: Student: Prof. Massimo Poesio … Related articles

[BOOK] Innovations in Design and Utilization of Measurement Systems to Promote Children’s Cognitive, Affective, and Behavioral Health: Workshop Summary S Olson, NI Keren – 2015 – books.google.com Page 1. … ‘ ‘ FORUM ON PROMOTING CHILDREN’S COGNITIVE, AFFECTIVE, AND BEHAWIORAL HEALTH Innovations in Design and Utilization of Mec surement Systems to Promote Children’s Cognitive, Affective, Cnd … Related articles

[BOOK] Robots that talk and listen: technology and social impact J Markowitz – 2015 – books.google.com … For these digital natives, learning systems equipped with networking functionality and real- time, natural language processing can build a greater sense of independence and control whether the material covered is for school or personal development (eg, cre- ating art, cooking … Cited by 3 Related articles All 2 versions

Audition Colorée (hearing colour) DA Varga – 2015 – opus.lib.uts.edu.au Page 1. Audition Colorée (Hearing Colour) Implications arising as a result of the diminishment of linguistic and cultural diversity: Supplementary analysis, issues, research parameters and creative strategies informing the film Audition Colorée. …

Technological Moral Proxies and the Ethical Limits of Automating Decision-Making In Robotics and Artificial Intelligence J Millar – 2015 – qspace.library.queensu.ca … (Breazeal 2002). Computer scientist Joseph Weizenbaum recognized this while observing people interacting with his 1960s era psychotherapist chatbot11 ELIZA (Kerr 2004). ELIZA, a simple program consisting of roughly 200 lines of computer code, was … Cited by 1 Related articles All 2 versions

The Android and our Cyborg Selves: What Androids Will Teach us about Being (Post) Human AM Bodley – 2015 – research.libraries.wsu.edu Page 1. THE ANDROID AND OUR CYBORG SELVES: WHAT ANDROIDS WILL TEACH US ABOUT BEING (POST)HUMAN By ANTONIE MARIE BODLEY A dissertation submitted in partial fulfillment of the requirements for the degree of DOCTOR OF PHILOSOPHHY … Related articles All 5 versions