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International Journal of Speech-Language Pathology Volume 17, 2015 - Issue 1
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Review Articles

Using network science in the language sciences and clinic

Michael S. VitevitchDepartment of Psychology, University of Kansas, Lawrence, KS, USACorrespondence[email protected]
&
Nichol CastroDepartment of Psychology, University of Kansas, Lawrence, KS, USA
Pages 13-25 | Published online: 24 Dec 2014

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Chelsea S. Larkman, Kathleen Mellahn, Weifeng Han & Miranda L. Rose. (2023) Aphasia rehabilitation when speech pathologists and clients do not share the same language: a scoping review. Aphasiology 37:4, pages 635-657.
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Kathleen Mellahn, Chelsea Larkman, Ali Lakhani, Samantha Siyambalapitiya & Miranda L. Rose. (2023) The nature of inpatient rehabilitation for people with aphasia from culturally and linguistically diverse backgrounds: a scoping review. Topics in Stroke Rehabilitation 30:2, pages 146-156.
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Thuy Anh Sally Nguyen, Nichol Castro, Michael S. Vitevitch, Annabel Harding, Renata Teng, Joanne Arciuli, Cristian E. Leyton, Olivier Piguet & Kirrie J. Ballard. (2022) Do age and language impairment affect speed of recognition for words with high and low closeness centrality within the phonological network?. International Journal of Speech-Language Pathology 0:0, pages 1-14.
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Nichol Castro, Stephen E. Nadeau & Diane L. Kendall. (2022) The challenge of achieving greater generalization in phonological treatment of Aphasia. Aphasiology 36:2, pages 170-197.
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José G. Centeno, Swathi Kiran & Elizabeth Armstrong. (2020) Epilogue: Harnessing the experimental and clinical resources to address service imperatives in multiethnic aphasia caseloads. Aphasiology 34:11, pages 1451-1455.
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Claudia Peñaloza, Katherine Barrett & Swathi Kiran. (2020) The influence of prestroke proficiency on poststroke lexical-semantic performance in bilingual aphasia. Aphasiology 34:10, pages 1223-1240.
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Articles from other publishers (47)

Michael S. Vitevitch & Mary Sale. (2023) Identifying the phonological backbone in the mental lexicon. PLOS ONE 18:6, pages e0287197.
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Hannah M. Merseal, Roger E. Beaty, Yoed N. Kenett, James Lloyd-Cox, Örjan de Manzano & Martin Norgaard. (2023) Representing melodic relationships using network science. Cognition 233, pages 105362.
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Nichol Castro & Michael S. Vitevitch. (2022) Using Network Science and Psycholinguistic Megastudies to Examine the Dimensions of Phonological Similarity. Language and Speech 66:1, pages 143-174.
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Floriana Ciaglia, Massimo Stella & Casey Kennington. (2023) Investigating preferential acquisition and attachment in early word learning through cognitive, visual and latent multiplex lexical networks. Physica A: Statistical Mechanics and its Applications 612, pages 128468.
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Michael S. Vitevitch, Nichol Castro, Gavin J. D. Mullin & Zoe Kulphongpatana. (2023) The Resilience of the Phonological Network May Have Implications for Developmental and Acquired Disorders. Brain Sciences 13:2, pages 188.
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Michael S. Vitevitch, David B. Pisoni, Lauren Soehlke & Tabitha A. Foster. (2023) Using Complex Networks in the Hearing Sciences. Ear & Hearing Publish Ahead of Print.
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Eva Maria Luef. (2022) Phonological neighborhood complexity and sound change. Language Dynamics and Change 13:1, pages 132-160.
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Jianpeng Liu, Luyao Zhang & Xiaohui Bai. (2022) Dependency network-based approach to the implicit structure and semantic diffusion modes of semantic prosody. Corpus Linguistics and Linguistic Theory 18:3, pages 505-541.
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Almudena Fernández-Fontecha & Yoed N. Kenett. (2022) Examining the relations between semantic memory structure and creativity in second language. Thinking Skills and Creativity 45, pages 101067.
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John Alderete & Padraig G. O'Séaghdha. (2022) Language generality in phonological encoding: Moving beyond Indo‐European languages. Language and Linguistics Compass 16:7.
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Thomas T. Hills & Yoed N. Kenett. (2021) Is the Mind a Network? Maps, Vehicles, and Skyhooks in Cognitive Network Science. Topics in Cognitive Science 14:1, pages 189-208.
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Massimo Stella. (2021) Cognitive Network Science for Understanding Online Social Cognitions: A Brief Review. Topics in Cognitive Science 14:1, pages 143-162.
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Michael S. Vitevitch. (2021) What Can Network Science Tell Us About Phonology and Language Processing?. Topics in Cognitive Science 14:1, pages 127-142.
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Nichol Castro. (2021) Methodological Considerations for Incorporating Clinical Data Into a Network Model of Retrieval Failures. Topics in Cognitive Science 14:1, pages 111-126.
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Leo M. Niehorster-Cook. 2022. Proceedings of the 2021 Conference of The Computational Social Science Society of the Americas. Proceedings of the 2021 Conference of The Computational Social Science Society of the Americas 112 123 .
Michael S. Vitevitch & Gavin J. D. Mullin. (2021) What Do Cognitive Networks Do? Simulations of Spoken Word Recognition Using the Cognitive Network Science Approach. Brain Sciences 11:12, pages 1628.
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Sanjukta Krishnagopal & Ginestra Bianconi. (2021) Spectral detection of simplicial communities via Hodge Laplacians. Physical Review E 104:6.
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Orr Levy, Yoed N. Kenett, Orr Oxenberg, Nichol Castro, Simon De Deyne, Michael S. Vitevitch & Shlomo Havlin. (2021) Unveiling the nature of interaction between semantics and phonology in lexical access based on multilayer networks. Scientific Reports 11:1.
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Michael S. Vitevitch & Faisal M. Aljasser. 2021. The Handbook of Speech Perception. The Handbook of Speech Perception 286 308 .
Nichol Castro, Massimo Stella & Cynthia S. Q. Siew. (2020) Quantifying the Interplay of Semantics and Phonology During Failures of Word Retrieval by People With Aphasia Using a Multiplex Lexical Network. Cognitive Science 44:9.
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Massimo Stella. (2020) Multiplex networks quantify robustness of the mental lexicon to catastrophic concept failures, aphasic degradation and ageing. Physica A: Statistical Mechanics and its Applications 554, pages 124382.
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Stephen E. Nadeau. (2020) Neural Population Dynamics and Cognitive Function. Frontiers in Human Neuroscience 14.
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Đurđica Vukić, Sanda Martinčić-Ipšić & Ana Meštrović. (2020) Structural Analysis of Factual, Conceptual, Procedural, and Metacognitive Knowledge in a Multidimensional Knowledge Network. Complexity 2020, pages 1-17.
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Diane L. Kendall, Megan Oelke Moldestad, Wesley Allen, Janaki Torrence & Stephen E. Nadeau. (2019) Phonomotor Versus Semantic Feature Analysis Treatment for Anomia in 58 Persons With Aphasia: A Randomized Controlled Trial. Journal of Speech, Language, and Hearing Research 62:12, pages 4464-4482.
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Nichol Castro & Massimo Stella. (2019) The multiplex structure of the mental lexicon influences picture naming in people with aphasia. Journal of Complex Networks 7:6, pages 913-931.
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Lluís Barceló-Coblijn, Aritz Irurtzun, Cristina Real Puigdollers, Emilio López-Navarro & Antoni Gomila. (2019) How children develop their ability to combine words: a network-based approach. Adaptive Behavior 27:5, pages 307-330.
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Massimo Stella & Yoed N. Kenett. (2019) Viability in Multiplex Lexical Networks and Machine Learning Characterizes Human Creativity. Big Data and Cognitive Computing 3:3, pages 45.
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Cynthia S. Q. Siew, Dirk U. Wulff, Nicole M. Beckage, Yoed N. Kenett & Ana Meštrović. (2019) Cognitive Network Science: A Review of Research on Cognition through the Lens of Network Representations, Processes, and Dynamics. Complexity 2019, pages 1-24.
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Karl D. Neergaard & Chu-Ren Huang. (2019) Constructing the Mandarin Phonological Network: Novel Syllable Inventory Used to Identify Schematic Segmentation. Complexity 2019, pages 1-21.
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Stephen E. Nadeau. (2019) Bilingual aphasia: Explanations in population encoding. Journal of Neurolinguistics 49, pages 117-143.
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Massimo Stella. (2019) Modelling Early Word Acquisition through Multiplex Lexical Networks and Machine Learning. Big Data and Cognitive Computing 3:1, pages 10.
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Ismo Koponen & Maija Nousiainen. (2019) Pre-Service Teachers’ Knowledge of Relational Structure of Physics Concepts: Finding Key Concepts of Electricity and Magnetism. Education Sciences 9:1, pages 18.
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Ismo T. Koponen & Maija Nousiainen. (2018) Concept networks of students’ knowledge of relationships between physics concepts: finding key concepts and their epistemic support. Applied Network Science 3:1.
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Sara Benham, Lisa Goffman & Richard Schweickert. (2018) An Application of Network Science to Phonological Sequence Learning in Children With Developmental Language Disorder. Journal of Speech, Language, and Hearing Research 61:9, pages 2275-2291.
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Massimo Stella. (2018) Cohort and Rhyme Priming Emerge from the Multiplex Network Structure of the Mental Lexicon. Complexity 2018, pages 1-14.
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Samantha Dinga, Di Wu, Shuyang Huang, Caiyun Wu, Xiaoshan Wang, Jingping Shi, Yue Hu, Chun Liang, Fawen Zhang, Meng Lu, Kimberly Leiken & Jing Xiang. (2018) Neuromagnetic correlates of audiovisual word processing in the developing brain. International Journal of Psychophysiology 128, pages 7-21.
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Ismo T. Koponen & Maija Nousiainen. (2018) Modelling students’ knowledge organisation: Genealogical conceptual networks. Physica A: Statistical Mechanics and its Applications 495, pages 405-417.
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Massimo Stella, Nicole M. Beckage, Markus Brede & Manlio De Domenico. (2018) Multiplex model of mental lexicon reveals explosive learning in humans. Scientific Reports 8:1.
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Yoed N. Kenett, Orr LevyDror Y. KenettH. Eugene Stanley, Miriam Faust & Shlomo Havlin. (2018) Flexibility of thought in high creative individuals represented by percolation analysis. Proceedings of the National Academy of Sciences 115:5, pages 867-872.
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Yoed N. Kenett. 2018. Exploring Transdisciplinarity in Art and Sciences. Exploring Transdisciplinarity in Art and Sciences 49 75 .
Rutherford Goldstein & Michael S. Vitevitch. (2017) The Influence of Closeness Centrality on Lexical Processing. Frontiers in Psychology 8.
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Lluís Barceló-Coblijn, Diego Serna Salazar, Gustavo Isaza, Luis F. Castillo Ossa & Manuel G. Bedia. (2017) Netlang: A software for the linguistic analysis of corpora by means of complex networks. PLOS ONE 12:8, pages e0181341.
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Nichol Castro, Kristin M. Pelczarski & Michael S. Vitevitch. (2017) Using Network Science Measures to Predict the Lexical Decision Performance of Adults Who Stutter. Journal of Speech, Language, and Hearing Research 60:7, pages 1911-1918.
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Cynthia S.Q. Siew, Kristin M. Pelczarski, J. Scott Yaruss & Michael S. Vitevitch. (2017) Using the OASES-A to illustrate how network analysis can be applied to understand the experience of stuttering. Journal of Communication Disorders 65, pages 1-9.
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Elisabeth A. Karuza, Sharon L. Thompson-Schill & Danielle S. Bassett. (2016) Local Patterns to Global Architectures: Influences of Network Topology on Human Learning. Trends in Cognitive Sciences 20:8, pages 629-640.
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Michael S. VitevitchPaul A. Luce. (2016) Phonological Neighborhood Effects in Spoken Word Perception and Production. Annual Review of Linguistics 2:1, pages 75-94.
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Hannah Merseal, Roger E. Beaty, Yoed N. Kenett, James Lloyd-Cox, Örjan de Manzano & Martin Norgaard. (2022) Representing Melodic Relationships Using Network Science. SSRN Electronic Journal.
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