Proiect Deschis- Analiza de Text

download Proiect Deschis- Analiza de Text

of 4

Transcript of Proiect Deschis- Analiza de Text

  • 8/11/2019 Proiect Deschis- Analiza de Text

    1/4

    1

    Centrul pentru Studii Complexe centru UNESCO

    Propuneri de tematici de cercetare

    Program: Relatia dintre Creativitate si structura limbii; limba materna ca proces ce

    particularizeaza o dimensiune spiritual- fenomenologica universala.

    - elaborarea de tehnici si tehnologii de evaluare a unor texte in vederea identificariicoerentei semantice si a valorii cultural/informative;

    - studii inter si transdisciplinare privind evidentierea structurii limbajului natural(comparatie cu limbaje artificiale) si identificarea unor caracteristici cognitive siepistemice, corelabile cu structura limbii (particularizare pentru limba romana);

    - studii comparative privind particulatitati ale creativitatii si capacitatii de abordareoptimala a unor subiecte in functie de structura unei limbi; diferente intre limbajenaturale si limbaje artificiale.

    Proiect deschis: Analiza multiscalara a textelor

    TEMA: Elaborarea unei metode de caracterizare complexa a structurii unui text pe baza

    analizei multiscalare si a teoriei retelelor neurale.

    1. Obiective

    - elaborarea unei metodologii originale (vectorizarea complexa a textului utiliznd nacest scop inclusiv analiza fractala) capabile sa individualizeze un text dat;

    - auto-clasificarea textelor prin tehnici de discriminare/clusterizare si studiul unorposibile corelatii cu continutul lor semantic, respectiv cu particularitati psiho-emotionale aleautorului;

    - obiectivarea gradului de coerenta semanticaa unei lucrari (creatie originala autentica)prin comparatie cu un text tradus sau unul realizat prin colationare;

    - comparatie dintre texte scrise n limba romna si n alte limbi, dar care trateaza acelasisubiect;

    - furnizarea de idei, concepte si tehnici pentru formularea tematicii si obiectivelorreferitoare la un studiu privind evaluarea domeniilor de performanta in creativitate/inovativitatein functie de structura unei limbi (cu aplicabilitate in formarea unor echipe multidisciplinare simulticulturale performante).

    2. Modalitati de realizare

    Analiza textelor prin metoda multiscalara presupune realizarea unei banci de datecontinand un numar de texte scrise in format electronic de catre mai multi autori si aplicareaunei metodologii originale de caracterizare multiscalara a acestora, urmata de aplicarea unortehnici de auto-clasificare (clusterizare). n urma analizei se va obtine o auto-grupare a textelorsupuse analizei in functie de particularitati de vocabular, sintactice si semantice, permitndu-seo clasificare obiectiva.

    Evaluarea si interpretarea si validarea rezultatelor obtinute prin procesarea multiscalara atextelor analizate va fi supervizata de o echipa de experti in domeniul criticii literare, asemanticii si hermeneuticii.

  • 8/11/2019 Proiect Deschis- Analiza de Text

    2/4

    2

    3. Rezultate asteptate

    Rezultatele preconizate a se obtine n acest studiu vor permite o mai buna intelegere asubtilelor mecanisme mentale implicate in creativitatea umana, a rolului limbajului in acest

    proces, la obiectivarea expertizelor privind autenticitatea unor texte precum si la o auto-clasificare a textelor in functie de continutul semantic.

    Aceasta este o etapa preliminara de pregatire a metodologiei de lucru pentru abordareaunei teme majore, legate intelegerea rolului limbii materne in procesul mental creativitatii,(proces ce permite a surprine si dezvolta aspecte noi ale Realitatii), cu aplicabilitate in cresterea

    performantei umane in domeniul inovarii.

    Bibliografie

    1. Shuklin D.E - The Structure of a Semantic Neural Network Extracting the Meaning from

    a Text, In Cybernetics and Systems Analysis, Volume 37, Number 2, 4 March 2001.

    2. Shuklin D.E. - The Structure of a Semantic Neural Network Realizing Morphological

    and Syntactic Analysis of a Text, In Cybernetics and Systems Analysis, Volume 37,

    Number 5, September 2001.

    3. Shuklin D.E. -Realization of a Binary Clocked Linear Tree and Its Use for Processing

    Texts in Natural Languages, In Cybernetics and Systems Analysis, Volume 38, Number

    4, July 2002.

    4.

    Dudar Z.V., Shuklin D.E., 2000 -Implementation of neurons for semantic neural nets

    thats understanding texts in natural language. In Radio-electronika i informatika

    KhTURE, 2000. No 4. . 89-96.

    5. Shuklin D.E., 2004. - The further development of semantic neural network models.In

    Artificial Intelligence, Donetsk, "Nauka i obrazovanie" Institute of Artificial

    Intelligence, Ukraine, 2004, No 3. P. 598-606

    6. E. Charniak. 2000 - A maximum-entropy-inspired parser.Proceedings of the first

    conference on North American chapter of the Association for ComputationalLinguistics,pages 132139.

    7. D. Gildea and D. Jurafsky. 2002 - Automatic labeling of semantic roles. Computational

    Linguistics,28(3):245288.

    8. Christopher D. Manning, Hinrich Schtze Foundations of Statistical Natural Language

    Processing, MIT Press (1999), ISBN 978-0262133609

    9. Damin H. Zanette (2006) -"Zipf's law and the creation of musical context

    10.

    Kali R. (2003) - "The city as a giant component: a random graph approach to Zipf'slaw,"Applied Economics Letters 10: 717-720

    http://www.shuklin.com/ai/ht/en/ai04001f.aspxhttp://www.shuklin.com/ai/ht/en/ai04001f.aspxhttp://en.wikipedia.org/wiki/Special:BookSources/9780262133609http://xxx.arxiv.org/abs/cs.CL/0406015http://xxx.arxiv.org/abs/cs.CL/0406015http://en.wikipedia.org/wiki/Special:BookSources/9780262133609http://www.shuklin.com/ai/ht/en/ai04001f.aspx
  • 8/11/2019 Proiect Deschis- Analiza de Text

    3/4

    3

    11.Gabaix, Xavier(August 1999) - "Zipf's Law for Cities: An Explanation"

    12.Privitera, C.M.[Claudio M.], Stark, L.W.[Lawrence W.] - Algorithms for Defining

    Visual Regions-of-Interest: Comparison with Eye Fixations, PAMI(22), No. 9,

    September 2000, pp. 970-982. IEEE Abstract.

    13.

    Crosier, M.S.[Michael S.], Griffin, L.D.[Lewis D.] - Zipf's Law in Image CodingSchemes,BMVC07

    14.Sebeok, T. A. 1985 - Contributions to the Doctrine of Signs. Lanham: University Press

    of America.

    15. Eliano Pessa and Graziano Terenzi - Semiosis in cognitive systems: a neural approach

    to the problem of meaning, Springer Berlin / Heidelberg, 2007.

    16.Meystel, A.M. (2001). Engineering of Mind: An Introduction to the Science of

    Intelligent Systems.17.Grossberg, S. & Levine, D.S. (1987) - Neural dynamics of attentionally modulated

    Pavlovian conditioning: blocking, inter-stimulus interval, and secondary reinforcement.

    Psychobiology, 15(3), pp.195-240;

    18. Zadeh, L.A. (1997) -Information granulation and its centrality in human and machine

    intelligence. Proceedings of the Conf. on Intelligent Systems and Semiotics '97.

    Gaithersburg, MD, pp. 26-30.

    19.Grossberg, S.&Schmajuk, N.A. (1987) - Neural dynamics of attentionally modulated

    Pavlovian conditioning: Conditioned reinforcement, inhibition, and opponent

    processing.Psychobiology,15(3),p.195-240.

    20.Jurafsky, Daniel and Martin, James H. (2000) - Speech and Language Processing: An

    Introduction to Natural Language Processing, Computational Linguistics, and Speech

    Recognition (1st ed.). Prentice Hall.

    21.Hosom, John-Paul, Cole, Ron, Fanty, Mark, Schalkwyk, Joham, Yan, Yonghong, Wei,

    Wei (1999, February 2) - Training Neural Networks for Speech Recognition Center for

    Spoken Language Understanding, Oregon Graduate Institute of Science and

    Technology.

    22. A. V. Lukanin Linguistic synergetics and neural network approach (Concerning R.G.

    Piotrovskiis book), 2008.

    23.Elliot, J. and Atwell, E. (2000), "Is Anybody Out There? The Detection of Intelligent and

    Generic Language-Like Features", Journal of the British Interplanetary Society 53(1/2)

    24.Ricard V. Sol , Bernat Corominas-Murtra , Sergi Valverde , Luc Steels - Language

    networks: Their structure, function, and evolution, Published Online: 9 Feb 2010,

    Copyright 2010 Wiley Periodicals, Inc., A Wiley Company.

    http://en.wikipedia.org/wiki/Xavier_Gabaixhttp://pages.stern.nyu.edu/~xgabaix/papers/zipf.pdfhttp://pages.stern.nyu.edu/~xgabaix/papers/zipf.pdfhttp://www.visionbib.com/bibliography/author/pri.html#Privitera,%20C.M.http://www.visionbib.com/bibliography/author/sta.html#Stark,%20L.W.http://www.visionbib.com/bibliography/journal/pam.html#PAMI%2822%29http://ieeexplore.ieee.org/xpls/abs_all.jsp?isNumber=19001&prod=JNL&arnumber=877520&arSt=+970&ared=+982&arNumber=877520http://www.visionbib.com/bibliography/author/cro.html#Crosier,%20M.S.http://www.visionbib.com/bibliography/author/gri.html#Griffin,%20L.D.http://www.visionbib.com/bibliography/journal/bmv.html#BMVC07http://www.visionbib.com/bibliography/journal/bmv.html#BMVC07http://www.visionbib.com/bibliography/journal/bmv.html#BMVC07http://www.visionbib.com/bibliography/author/gri.html#Griffin,%20L.D.http://www.visionbib.com/bibliography/author/cro.html#Crosier,%20M.S.http://ieeexplore.ieee.org/xpls/abs_all.jsp?isNumber=19001&prod=JNL&arnumber=877520&arSt=+970&ared=+982&arNumber=877520http://www.visionbib.com/bibliography/journal/pam.html#PAMI%2822%29http://www.visionbib.com/bibliography/author/sta.html#Stark,%20L.W.http://www.visionbib.com/bibliography/author/pri.html#Privitera,%20C.M.http://pages.stern.nyu.edu/~xgabaix/papers/zipf.pdfhttp://en.wikipedia.org/wiki/Xavier_Gabaix
  • 8/11/2019 Proiect Deschis- Analiza de Text

    4/4

    4

    25.Deb Roy - Semiotic schemas: A framework for grounding language in action and

    perception, Cognitive Machines Group, The Media Laboratory, Massachusetts Institute

    of Technology, USA, 2005.

    26.Morten H. Christiansen and Simon Kirby - Language evolution: consensus and

    controversies, Department of Psychology, Uris Hall, Cornell University, Ithaca, NY14853, USA, 2003.

    27.S. Chen and J. Goodman, An Empirical Study of Smoothing Techniques for Language

    Modeling. Proceedings of the 34th Annual Meeting of ACL, June 1996.

    28.Deely, John. (2003). The Impact on Philosophy of Semiotics. South Bend: St. Augustine

    Press.

    29.Deely, John. (2001). Four Ages of Understanding. Toronto: University of Toronto Press.

    30.

    Luc Steels - Language as a Complex Adaptive System, Brussells, 2007.31.Steels, L. (1997) - The Synthetic Modeling of Language Origins, Evolution of

    Communication Journal 1 (1): 1-34.

    32.Kaplan, F. (1999) - "Dynamiques de l'auto-organisation lexicale: simulations

    multiagents et "Ttes parlantes", In Cognito, 15 , 3-23.

    33.McIntyre, A. (1998) - Babel: A testbed for research in the origins of language. In

    Proceedings of Coling-ACL 98, Montreal.