{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,10,28]],"date-time":"2023-10-28T05:40:37Z","timestamp":1698471637094},"reference-count":9,"publisher":"Wiley","issue":"2","license":[{"start":{"date-parts":[[2007,3,21]],"date-time":"2007-03-21T00:00:00Z","timestamp":1174435200000},"content-version":"vor","delay-in-days":4097,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Systems &amp;amp; Computers in Japan"],"published-print":{"date-parts":[[1996,1]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>Recently, there have been many trials conducted to develop fuzzy inference systems that can handle the subjective decision of the expert. A problem in the fuzzy control system is that it is an inference composed of only a single step, and cannot be applied to the decision\u2010making assist or diagnosis, where the inference is made in multisteps. Another point is that the rules of the inference cannot be described for each knowledge source, which has been the conventional inference shell (deterministic inference shell).<\/jats:p><jats:p>This paper proposes a fuzzy inference shell which can realize the multistep inference using the blackboard model. The proposed shell uses its own rule description language to represent the knowledge, and the description can be made by combining the new method with the conventional deterministic inference.<\/jats:p><jats:p>Using the divided knowledge blocks, the multi\u2010step fuzzy inference can be realized using the blackboard model. The search function also is provided that can track the inference path in the multistep inference. This paper describes the basic configuration of such a shell.<\/jats:p>","DOI":"10.1002\/scj.4690270208","type":"journal-article","created":{"date-parts":[[2007,7,8]],"date-time":"2007-07-08T10:27:22Z","timestamp":1183890442000},"page":"87-101","source":"Crossref","is-referenced-by-count":0,"title":["Implementation of multistep fuzzy reasoning shell"],"prefix":"10.1002","volume":"27","author":[{"given":"Isao","family":"Hayashi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eiichi","family":"Naito","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hiroyoshi","family":"Nomura","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Noboru","family":"Wakami","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Motohide","family":"Umano","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2007,3,21]]},"reference":[{"issue":"8","key":"e_1_2_1_2_2","first-page":"948","article-title":"Fuzzy expert system construction shell","volume":"30","author":"Endo K.","year":"1989","journal-title":"J. Information Processing Society of Japan"},{"issue":"11","key":"e_1_2_1_3_2","first-page":"964","article-title":"Trends in general fuzzy control system","volume":"28","author":"Yamazaki T.","year":"1989","journal-title":"J. Society of Instrument and Control Engineers"},{"key":"e_1_2_1_4_2","unstructured":"M.Umano.Fuzzy production system and its implementation. SICE Kansai Chap. Symp.Fuzzy information processing and intelligent system control pp.75\u201380(1988)."},{"key":"e_1_2_1_5_2","volume-title":"Fuzzy Application Examples","author":"Hirota K.","year":"1991"},{"issue":"2","key":"e_1_2_1_6_2","first-page":"154","article-title":"Spec. Issue: Fuzzy application products and techniques","volume":"3","year":"1991","journal-title":"J. Japan Society for Fuzzy Theory and Systems"},{"key":"e_1_2_1_7_2","volume-title":"Introduction to Knowledge Engineering","author":"Ueno H.","year":"1985"},{"key":"e_1_2_1_8_2","unstructured":"I.Hayashi H.Nomura E.Naito N.WakamiandM.Umano.Multistep Fuzzy Reasoning Shell with Blackboard Model.40th Nat. Conv. Inf. Proc. Soc. pp.43\u201344(1990)."},{"key":"e_1_2_1_9_2","unstructured":"I.Hayashi E.Naito H.Nomura N.WakamiandM.Umano.Multistep Fuzzy Reasoning Shell.Proc. of the 4th International Fuzzy Systems Association Artificial Intelligence pp.54\u201357(1991)."},{"key":"e_1_2_1_10_2","first-page":"46","article-title":"Fuzzy logic and approximate reasoning","volume":"200","author":"Mizumoto M.","year":"1980","journal-title":"Math. Sci."}],"container-title":["Systems and Computers in Japan"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1002%2Fscj.4690270208","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/scj.4690270208","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,27]],"date-time":"2023-10-27T11:39:23Z","timestamp":1698406763000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/scj.4690270208"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1996,1]]},"references-count":9,"journal-issue":{"issue":"2","published-print":{"date-parts":[[1996,1]]}},"alternative-id":["10.1002\/scj.4690270208"],"URL":"https:\/\/doi.org\/10.1002\/scj.4690270208","archive":["Portico"],"relation":{},"ISSN":["0882-1666","1520-684X"],"issn-type":[{"value":"0882-1666","type":"print"},{"value":"1520-684X","type":"electronic"}],"subject":[],"published":{"date-parts":[[1996,1]]}}}