• Title/Summary/Keyword: hypothesis-generation

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A Grounded Theory on the Process of Generating Hypothesis-Knowledge about Scientific Episodes (과학적 가설 지식의 생성 과정에 대한 바탕이론)

  • Kwon, Yong-Ju;Jeong, Jin-Su;Kang, Min-Jeong;Kim, Young-Shin
    • Journal of The Korean Association For Science Education
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    • v.23 no.5
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    • pp.458-469
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    • 2003
  • Hypothesis is defined as a proposition intended as a possible explanation for an observed phenomenon. The purpose of this study was to generate a grounded theory on the process of undergraduate students' generating hypothesis-knowledge about scientific episodes. Three hypothesis-generating tasks were administered to four college students majored in science education. The present study showed that college students represented five types of intermediate knowledge in the process of hypothesis generation, such as question situation, hypothetical explicans, experienced situation, causal explicans, and final hypothetical knowledge. Furthermore, students used six types of thinking methods, such as searching knowledges, comparing a question situation and an experienced situation, borrowing explicans, combining explicans, selecting an explican, and confirming explicans. In addition, hypothesis-generating process involves inductive and deductive reasoning as well as abductive reasoning. This study also discusses the implications of these findings for teaching and evaluating in science education.

Stop-Line and Crosswalk Detection Based on Blob-Coloring (블럽칼라링 기반의 횡단보도와 정지선 검출)

  • Lee, Joon-Woong
    • Journal of Institute of Control, Robotics and Systems
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    • v.17 no.8
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    • pp.799-806
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    • 2011
  • This paper proposes an algorithm to detect the stop line and crosswalk on the road surface using edge information and blob coloring. The detection has been considered as an important area of autonomous vehicle technologies. The proposed algorithm is composed of three phases: 1) hypothesis generation of stop lines, 2) hypothesis generation of crosswalks, and 3) hypothesis verification of stop lines. The last two phases are not performed if the first phase does not provide a hypothesis of a stop line. The last one is carried out by the combination of both hypotheses of stop lines and crosswalks, and determines the stop lines among stop line hypotheses. The proposed algorithm is proven to be effective through experiments with various images captured on the roads.

Children's Generating Hypotheses on the Pendulum Motion: Roles of Abductive Reasoning and Prior Knowledge (진자운동에서 아동의 가설 생성: 귀추와 선지식의 역할)

  • Joeng, Jin-Su;Park, Yun-Bok;Yang, Il-Ho;Kwon, Yong-Ju
    • Journal of the Korean earth science society
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    • v.24 no.6
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    • pp.524-532
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    • 2003
  • The purpose of the present study was to test the hypothesis that student's abductive reasoning skills play an important role in the generation of hypotheses on pendulum motion tasks. To test the hypothesis, a hypothesis-generating test on the pendulum motion and a prior knowledge test about the length of the pendulum motion were developed and administered to a sample of 5th grade children. A significant number of subjects who have the prior knowledge about the length of the pendulum motion failed to apply that prior knowledge to generate a hypothesis on a swing task. These results showed that students' failure in hypothesis-generating was related to their deficiency in abductive reasoning ability, rather than the simple lack of prior knowledge. Furthermore, children's successful generating hypothesis should be required their abductive reasoning skills as well as prior knowledge. Therefore, this study supports the notion that abductive reasoning ability beyond prior knowledge plays an important role in the process of hypothesis-generation. This study suggests that science education should provide teaching about abdctive reasoning as well as scientific declarative knowledge for developing children's hypothesis-generating skills.

A New Approach to Double Dividend Hypothesis of Environmental Taxes: Focused on the Effects of the Labor Market (환경세 정책의 이중배당가설에 대한 새로운 접근: 노동시장의 변화를 중심으로)

  • Kim, Sang Kyum
    • Journal of Environmental Policy
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    • v.10 no.3
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    • pp.93-117
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    • 2011
  • The double dividend hypothesis of environmental taxes has been a very widely debated research topic since its introduction in the mid-80s. Unlike the second generation studies, which stated that the double dividend environmental taxes were impossible to realize, the third generation researchers of today are focused on assumptions or conditions that make the hypothesis viable. The third generation studies state that the double dividend hypothesis is possible through functional form assumptions, such as the characteristics of taxes levied on polluting goods and the overall tax efficiency of the initial tax systems. The most notable, however, is the fact that the working mechanisms of third generation studies, upon closer inspection, give homogeneous effect on the labor markets, although at first glance the third generation studies take seemingly unrelated approaches. This thesis stems from such idea, and it attempts to analyze the effects of environmental taxes on the labor market. After a thorough analysis, the results match the intuition, as the viability of the double dividend hypothesis of environmental taxes largely depends on the effects that policy changes generate on the labor market. In order for the hypothesis to be plausible, environmental tax policies have to increase the labor supply.

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Analysis of Variation in Pupil Size of Elementary Students on the Types of Generating Scientific Hypothesis (과학적 가설 생성 유형에 따른 초등학생의 동공크기 변화 분석)

  • Choi, Sungkyun;Shin, Donghoon
    • Journal of The Korean Association For Science Education
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    • v.37 no.3
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    • pp.483-492
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    • 2017
  • The purpose of this study is to analyze the variation in pupil size as shown in the scientific hypothesis generation process of students in Elementary School. The subjects for research consisted of 20 fifth-year students at Seoul B elementary school who agreed to participate in the research. The task consisted of four scientific hypothesis-generating tasks. SMI's Eye Tracker(iView $X^{TM}$ RED) was used to collect eye movement data. Experiment 3.6 and BeGaze 3.6 softwares were used to plan experiment and analyzed the task performance process and eye movement data. The findings of this study are twofold. First, there were four types that generate hypothesis about the tasks. Second, in the moment of generating hypothesis, participants' pupils have grown bigger. And while thinking of generating hypothesis or elaborating hypothesis, there were no big changes. These results show the moment of generating hypothesis is affected by emotional factors besides cognitive factors.

An Effect of Analogy Scaffolding for Middle School Students' Explanatory Hypothesis Generation on Water Wave Interference Phenomenon (물결파의 간섭 현상에 대한 중학생들의 설명 가설 생성을 위한 비유추론 비계 전략의 효과)

  • Kim, Wonsook;Kim, Youngmin
    • Journal of The Korean Association For Science Education
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    • v.37 no.6
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    • pp.1015-1023
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    • 2017
  • The purpose of this study is to investigate the process of development of explanatory hypothesis being generated by middle school students and the factors that affect the process in water wave interference phenomena by analogy scaffolding. For this purpose, the processes on how explanatory hypotheses were generated, revised, and then elaborated by analogy scaffolding were investigated and analyzed. The subjects for the study were 60 eighth grades students in one middle school divided into 12 groups according to their cognitive level measured by GALT. The research findings are as follows: First, it was found that there is a regular pattern in development of explanatory hypothesis by students about water wave phenomenon; second, the cognitive level of the student affected apparently on the students' hypothesis development process, however, it was also observed that students with inferior cognitive level could form a scientific explanatory hypothesis in the second stage of the scaffolding; third, the analogy scaffolding actually helped the students in formulating hypothesis. In conclusion, analogical reasoning can be a meaningful and powerful strategy for secondary school students to formulate explanatory hypothesis.

Analysis of Students' Processes of Generating Scientific Explanatory Hypothesis - Focused on the Definition and the Characteristics of Scientific Hypothesis - (학생의 과학적 설명가설의 생성과정 분석 - 과학적 가설의 정의와 특성을 중심으로 -)

  • Park, Jong-Won
    • Journal of The Korean Association For Science Education
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    • v.20 no.4
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    • pp.667-679
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    • 2000
  • One of the major activities in scientific inquiry, as well as in the process of conceptual change, is the generation of scientific hypothesis. In this study, the definition and the characteristics of scientific hypothesis are analyzed. Especially, differences between explanatory hypothesis and scientific explanation, predictive hypothesis and scientific prediction, and scientific hypothesis and the inductive generalization are analyzed. And the process of making scientific hypothesis is suggested as 4 stages, and the role and the characteristic of the abductive thinking, which can be viewed as one of the scientific inferences needed to generate hypothesis, are discussed. In analysis, concrete examples from integrated science textbook of high school are used for application to the classroom teaching.

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The Effect of Incidental Semantic Activation on Hypothesis Generation: Exclusive vs Compatible Hypotheses (우연적 의미 활성화가 가설 생성에 미치는 영향: 가설 유형에 따른 차이)

  • Lee, Younha;Park, Jooyong
    • Korean Journal of Cognitive Science
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    • v.26 no.2
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    • pp.209-239
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    • 2015
  • Previous studies on the effect of incidental semantic priming on judgment, have focused mainly on mutually exclusive hypotheses. However, the present study explored whether incidental semantic activation affects diagnostic inference depending on the type of the hypothesis: mutually exclusive hypotheses vs compatible hypotheses. In Experiment 1, in case of mutually exclusive hypotheses, the final hypothesis was selected according to the incidental semantic priming, but there was no difference in the number of generated hypothesis in comparison with the control. However, for compatible hypotheses (i.e., both hypotheses can be true), the semantic priming affected the number of generated hypotheses, but not the selection of the final hypothesis. The same pattern of results was observed even when the cognitive load was increased. In Experiment 2, we found a boundary condition of incidental semantic activation on diagnostic inference. When cues related to each of the hypotheses were presented simultaneously, the incidental semantic effect disappeared. These results suggest that people consider all possible cues when making diagnostic inference in daily life. In light of these findings, further research on hypothesis generation/evaluation should take the type of hypothesis into account.

The Features of the Observation and the Hypothetical Faults Generated by Pre-service Elementary Teachers on Candlelight Inquiry Tasks - Focusing on Usage of the Participants' Prior Knowledge - (양초 연소 탐구 과제 상황에서 초등 예비교사가 생성한 관찰 및 가설의 오류 특성 - 학습자의 선행 지식의 활용을 중심으로 -)

  • Oh, Chang-Ho;Yang, Il-Ho
    • Journal of Korean Elementary Science Education
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    • v.28 no.2
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    • pp.93-104
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    • 2009
  • The purpose of this study was to explore the relationship between pre-service elementary teacher's prior knowledge and processes of observations and hypotheses generation via analysis of descriptive fault patterns during observation, problem generation and hypotheses generation processes. For the purpose of this study, thirty-four undergraduate students were participated and descriptions of participants' responds were analyzed. As the result, four patterns of descriptive fault on the process of generating hypothesis were classified; 1) descriptive fault from the causalities, 2) descriptive fault from repetition of observational facts, 3) descriptive fault from the priority of prior knowledge, and 4) descriptive fault from negation of the observational facts. From the result, the researcher was able to explore the faults caused by pre-service elementary students' prior knowledge through the observational descriptive analysis with hypothetical descriptive analysis.

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Analyses of the Decrease Phenomenon of Fracture Resistance Curve Under Tension-Compression Loading (인장-압축하중 하의 파괴저항곡선의 감소현상 해석)

  • Yun, Byeong-Gon;Seok, Chang-Seong
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.24 no.2 s.173
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    • pp.378-385
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    • 2000
  • Fracture resistance (J-R) curves, which are used for elastic-plastic fracture mechanics analyses, decreased under tension-compression loading condition. This phenomenon was proved by several former researches, but the causes have not been clear yet. The objective of this paper is to investigate the cause of this phenomenon. On the basis of fracture resistance curve test results, strain hardening hypothesis, stress redistribution hypothesis and crack opening hypothesis were built. In this study, hardness tests, Automated Ball Indentation(ABI) tests, theoretical stress field analyses, and crack opening analyses were performed to prove the hypotheses. From this study, strain-hardening of material, generation of tensile residual stress at crack tip, and crack opening effects are proved as the causes of the decrease hypothesis.