The contribution of syntactic–semantic approach to the search for complementary literatures for scientific or technical discovery
The present paper tries to show that the current state of the art in syntactics and semantics, in computer systems based on the theory of inventive problem solving known as TRIZ, may help in the task of literature based discovery. With a structured and logic cause linkage between concepts, LBD could...
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| Published in | Scientometrics Vol. 100; no. 3; pp. 659 - 673 |
|---|---|
| Main Author | |
| Format | Journal Article Conference Proceeding |
| Language | English |
| Published |
Dordrecht
Springer Netherlands
01.09.2014
Springer |
| Subjects | |
| Online Access | Get full text |
| ISSN | 0138-9130 1588-2861 |
| DOI | 10.1007/s11192-014-1299-2 |
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| Abstract | The present paper tries to show that the current state of the art in syntactics and semantics, in computer systems based on the theory of inventive problem solving known as TRIZ, may help in the task of literature based discovery. With a structured and logic cause linkage between concepts, LBD could be faster and with less expert involvement at the beginning of the LBD process. The author tries to demonstrate the concept with two different problems: the hearing and balance problem known as Meniere’s disease, and to some of the current problems in the lithium air batteries for electric vehicles. By using open literature based discovery from An to Bn and from Bn to Cn, and with the logic relationships of real causes and effects approach, the author finds several relative new concepts such as
vitamin A.
Other concepts as niacin or fish oil, are also found, as potential to help in the Meniere’s disease. Secondly, using such procedure the author is able to find patents from disparate domain of expertise, as patents about
odor control
or
metal casting
. |
|---|---|
| AbstractList | The present paper tries to show that the current state of the art in syntactics and semantics, in computer systems based on the theory of inventive problem solving known as TRIZ, may help in the task of literature based discovery. With a structured and logic cause linkage between concepts, LBD could be faster and with less expert involvement at the beginning of the LBD process. The author tries to demonstrate the concept with two different problems: the hearing and balance problem known as Meniere's disease, and to some of the current problems in the lithium air batteries for electric vehicles. By using open literature based discovery from An to Bn and from Bn to Cn, and with the logic relationships of real causes and effects approach, the author finds several relative new concepts such as vitamin A. Other concepts as niacin or fish oil, are also found, as potential to help in the Meniere's disease. Secondly, using such procedure the author is able to find patents from disparate domain of expertise, as patents about odor control or metal casting. Adapted from the source document. The present paper tries to show that the current state of the art in syntactics and semantics, in computer systems based on the theory of inventive problem solving known as TRIZ, may help in the task of literature based discovery. With a structured and logic cause linkage between concepts, LBD could be faster and with less expert involvement at the beginning of the LBD process. The author tries to demonstrate the concept with two different problems: the hearing and balance problem known as Meniere’s disease, and to some of the current problems in the lithium air batteries for electric vehicles. By using open literature based discovery from An to Bn and from Bn to Cn, and with the logic relationships of real causes and effects approach, the author finds several relative new concepts such as vitamin A. Other concepts as niacin or fish oil, are also found, as potential to help in the Meniere’s disease. Secondly, using such procedure the author is able to find patents from disparate domain of expertise, as patents about odor control or metal casting . |
| Author | Vicente-Gomila, Jose M. |
| Author_xml | – sequence: 1 givenname: Jose M. surname: Vicente-Gomila fullname: Vicente-Gomila, Jose M. email: jmvicent@ingenio.upv.es organization: Universitat Politêcnica de Valencia |
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| Keywords | Syntatic–semantic processing Semantic TRIZ Menière’s disease 9302 Tech Mining 9303 Literature based discovery I10 68Q55 C81 LBD Patents Data mining Scientific literature 110 Correlation analysis Scientific research Menière's disease Syntatic-semantic processing |
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Hoboken, NJ: Wiley Interscience. SajjadiMPaparellaMMeniere’s diseaseLancet200837240641410.1016/S0140-6736(08)61161-7 KumarAHarharpreetKDevinPMohanVRole of coenzyme Q10 (CoQ10) in cardiac disease, hypertension and Meniere-like syndromePharmacology & Therapeutics2009124200925926810.1016/j.pharmthera.2009.07.003 CouletAShahNGartenYMusenMAltmanRUsing text to build semantic networks for pharmacogenomicsJournal of Biomedical Informatics2010431009101910.1016/j.jbi.2010.08.005 Verbitsky. (2004). Semantic TRIZ. triz-journal.com. http://www.triz-journal.com/archives/2004/. KimHKimKCausality-based function network for identifying technological analogyExpert System with Applications201239106071061910.1016/j.eswa.2012.02.156 SongM-KParkSAlamgirFChoJLiuMNanostructured electrodes for lithium-ion and lithium–air batteries: The latest developments, challenges and perspectivesMaterials Science and Engineering R20117220325210.1016/j.mser.2011.06.001 BernsteinJ. M.The role of allergy in eustachian tube blockage and Otitis media with effusion: A reviewOtolaryngology-Head and Neck Surgery19961144562568 KostoffRLiterature-related discovery and innovation—UpdateTechnological Forecasting and Social Change20127978980010.1016/j.techfore.2012.02.002 SmalheiserNSwansonDUsing Arrowsmith: A computer assisted approach to formulating and assessing scientific hypothesesComputer Methods and Programs in Biomedicine19985714915310.1016/S0169-2607(98)00033-9 FeldmanR.RegevY.HurvizE.Finkelstein-LandauM.Mining the biomedical literature using semantic analysis and natural language processing techniquesBiosilico2003126980 KostoffRLiterature-related discovery (LRD): Introduction and backgroundTechnological Forecasting and Social Change20087516518510.1016/j.techfore.2007.11.004 Rubin, M., Kudryavsev, A., Litvin, S., Petrov, V., et al. (2010). Operation principles of systems/collection of scientific papers. Library of TRIZ developers summit, vol 4. www.triz-summit.ru. 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KostoffRSolkaJRushenbergRWyattJLiterature-related discovery (LRD): Water purificationTechnological Forecasting and Social Change20087525627510.1016/j.techfore.2007.11.009 DayGShoemakerPDriving through the fog: Managing at the edgeLong Range Planning20043712714210.1016/j.lrp.2004.01.004 GordonM.DumaisS.Using latent semantic indexing for literature based discoveryJournal of the American Society for Information Science1998498674685 KostoffR.Systematic acceleration of radical discovery and innovation in science and technologyTechnological Forecasting & Social Change200673923936 CareyPChapter 28: Meniere’s diseaseHandbook of Clinical Neurophysiology2010937138110.1016/S1567-4231(10)09028-3 ChoiSJanghyeokYKimKLeeJKimCSAO network analysis of patents for technology trends identification: A case study of polymer electrolyte membrane in proton exchange membrane fuel cellsScientometrics20118886388310.1007/s11192-011-0420-z SwansonD.Running esophageal acid reflux, and atrial fibrillation: A chain of events linked by evidence from separate medical literaturesMedical Hypotheses200871178185 SuzukiMKrugMSChengKCYazawaYBernsteinJKwonSSMoraRYooTJAntibodies against inner ear proteins in the sera of patients with inner ear diseasesInternational Congress Series200312401163116710.1016/S0531-5131(03)00857-4 Altshuller, G. (1984). Creativity as an exact science. The Netherlands: Gordon and Breach Science Publishers. SwansonD.SmalheiserN.An interactive system for finding complementary literatures: A stimulus to scientific discoveryArtificial Intelligence199791183203 PetricIUrbancicTCestnikBMacedoni-LuksicMLiterature mining Rajolink for uncovering relations between biomedical conceptsJournal of Biomedical Informatics20094221922710.1016/j.jbi.2008.08.004 KostoffRBlockJSolkaJBriggsMRushenbergRStumpJJohnsonDLyonsTWyattJLiterature-related discovery (LRD): Lessons learned, and future research directionsTechnological Forecasting and Social Change20087527629910.1016/j.techfore.2007.11.003 1299_CR1 1299_CR2 R Kostoff (1299_CR14) 2008; 75 1299_CR26 1299_CR28 1299_CR27 A Coulet (1299_CR5) 2010; 43 1299_CR9 L Rimell (1299_CR20) 2009; 42 R Kostoff (1299_CR12) 2008; 75 I Petric (1299_CR18) 2009; 42 1299_CR7 G Day (1299_CR6) 2004; 37 1299_CR8 S Choi (1299_CR4) 2011; 88 H Kim (1299_CR10) 2012; 39 R Kostoff (1299_CR16) 2008; 75 A Kumar (1299_CR17) 2009; 124 1299_CR21 1299_CR19 R Kostoff (1299_CR13) 2012; 79 N Smalheiser (1299_CR23) 1998; 57 M Suzuki (1299_CR25) 2003; 1240 J Yoon (1299_CR31) 2012; 90 C Eijk Van der (1299_CR29) 2004; 55 M Sajjadi (1299_CR22) 2008; 372 1299_CR11 R Kostoff (1299_CR15) 2008; 75 P Carey (1299_CR3) 2010; 9 M-K Song (1299_CR24) 2011; 72 1299_CR30 |
| References_xml | – reference: KostoffRBriggsMSolkaJRushenbergRLiterature-related discovery (LRD): MethodologyTechnological Forecasting and Social Change20087518620210.1016/j.techfore.2007.11.010 – reference: Rubin, M., Kudryavsev, A., Litvin, S., Petrov, V., et al. (2010). Operation principles of systems/collection of scientific papers. Library of TRIZ developers summit, vol 4. www.triz-summit.ru. Accessed latest June 15, 2012. – reference: FeldmanR.RegevY.HurvizE.Finkelstein-LandauM.Mining the biomedical literature using semantic analysis and natural language processing techniquesBiosilico2003126980 – reference: KostoffRLiterature-related discovery and innovation—UpdateTechnological Forecasting and Social Change20127978980010.1016/j.techfore.2012.02.002 – reference: GordonM.DumaisS.Using latent semantic indexing for literature based discoveryJournal of the American Society for Information Science1998498674685 – reference: KostoffR.Systematic acceleration of radical discovery and innovation in science and technologyTechnological Forecasting & Social Change200673923936 – reference: KumarAHarharpreetKDevinPMohanVRole of coenzyme Q10 (CoQ10) in cardiac disease, hypertension and Meniere-like syndromePharmacology & Therapeutics2009124200925926810.1016/j.pharmthera.2009.07.003 – reference: SwansonD.SmalheiserN.An interactive system for finding complementary literatures: A stimulus to scientific discoveryArtificial Intelligence199791183203 – reference: KostoffRSolkaJRushenbergRWyattJLiterature-related discovery (LRD): Water purificationTechnological Forecasting and Social Change20087525627510.1016/j.techfore.2007.11.009 – reference: KimHKimKCausality-based function network for identifying technological analogyExpert System with Applications201239106071061910.1016/j.eswa.2012.02.156 – reference: SwansonD.Running esophageal acid reflux, and atrial fibrillation: A chain of events linked by evidence from separate medical literaturesMedical Hypotheses200871178185 – reference: DayGShoemakerPDriving through the fog: Managing at the edgeLong Range Planning20043712714210.1016/j.lrp.2004.01.004 – reference: ChoiSJanghyeokYKimKLeeJKimCSAO network analysis of patents for technology trends identification: A case study of polymer electrolyte membrane in proton exchange membrane fuel cellsScientometrics20118886388310.1007/s11192-011-0420-z – reference: Altshuller, G. (1984). Creativity as an exact science. The Netherlands: Gordon and Breach Science Publishers. – reference: Kim, H., et al. (2010) Cause-and-effect function analysis. In Proceedings of the 2010 IEEE ICMIT. – reference: Todhunter, J., et al. (2010). 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| SubjectTerms | Bibliometrics. Scientometrics Bibliometrics. Scientometrics. Evaluation Computer Science Exact sciences and technology Information and communication sciences Information retrieval Information science. Documentation Information Storage and Retrieval Library and information science. General aspects Library Science Science and technology Sciences and techniques of general use Semantics Subject fields Syntax |
| Title | The contribution of syntactic–semantic approach to the search for complementary literatures for scientific or technical discovery |
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