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| ====HISB模型 HISB model==== | | ====HISB模型 HISB model==== |
| The HISB model is a rumor propagation model that can reproduce a trend of this phenomenon and provide indicators to assess the impact of the rumor to effectively understand the diffusion process and reduce its influence. | | The HISB model is a rumor propagation model that can reproduce a trend of this phenomenon and provide indicators to assess the impact of the rumor to effectively understand the diffusion process and reduce its influence. |
− | The variety that exists in human nature makes their decision-making ability pertaining to spreading information unpredictable, which is the primary challenge to model such a complex phenomenon. | + | The variety that exists in human nature makes their decision-making ability pertaining to spreading information unpredictable, which is the primary challenge to model such a complex phenomenon.Hence, this model considers the impact of human individual and social behaviors in the spreading process of the rumors. |
− | Hence, this model considers the impact of human individual and social behaviors in the spreading process of the rumors. | + | |
− | The HISBmodel proposes an approach that is parallel to other models in the literature and concerned more with how individuals spread rumors. | + | |
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| + | HISB模型是一个谣言传播模型,它可以再现这种现象的趋势,并提供指标评估谣言的影响,从而有效地了解其扩散过程并减少其影响。人性中存在的多样性,使得人们传播信息的决策能力不可预测,这是对这样一个复杂现象建模的主要挑战。因此,该模型考虑了人类个体行为和社会行为对谣言传播过程的影响。该模型提出的方法与文献中的其他模型类似,更关注于个人如何传播谣言。 |
| + | |
| + | The HISB model proposes an approach that is parallel to other models in the literature and concerned more with how individuals spread rumors. |
| Therefore, it try to understand the behavior of individuals, as well as their social interactions in OSNs, and highlight their impact on the dissemination of rumors. | | Therefore, it try to understand the behavior of individuals, as well as their social interactions in OSNs, and highlight their impact on the dissemination of rumors. |
− | Thus, the model, attempts to answer the following question: ``When does an individual spread a rumor? When does an individual accept rumors? In which OSN does this individual spread the rumors?''. | + | Thus, the model, attempts to answer the following question: ``When does an individual spread a rumor? When does an individual accept rumors? In which [[OSN]] does this individual spread the rumors?''. |
| First, it proposes a formulation of individual behavior towards a rumor analog to damped harmonic motion, which incorporates the opinions of individuals in the propagation process. | | First, it proposes a formulation of individual behavior towards a rumor analog to damped harmonic motion, which incorporates the opinions of individuals in the propagation process. |
| Furthermore, it establishes rules of rumor transmission between individuals. | | Furthermore, it establishes rules of rumor transmission between individuals. |
| As a result, it presents the HISBmodel propagation process, where new metrics are introduced to accurately assess the impact of a rumor spreading through OSNs. | | As a result, it presents the HISBmodel propagation process, where new metrics are introduced to accurately assess the impact of a rumor spreading through OSNs. |
| | | |
− | The HISBmodel is a rumor propagation model that can reproduce a trend of this phenomenon and provide indicators to assess the impact of the rumor to effectively understand the diffusion process and reduce its influence.
| |
− | The variety that exists in human nature makes their decision-making ability pertaining to spreading information unpredictable, which is the primary challenge to model such a complex phenomenon.
| |
− | Hence, this model considers the impact of human individual and social behaviors in the spreading process of the rumors.
| |
− | The HISBmodel proposes an approach that is parallel to other models in the literature and concerned more with how individuals spread rumors.
| |
− | Therefore, it try to understand the behavior of individuals, as well as their social interactions in OSNs, and highlight their impact on the dissemination of rumors.
| |
− | Thus, the model, attempts to answer the following question: ``When does an individual spread a rumor? When does an individual accept rumors? In which OSN does this individual spread the rumors?.
| |
− | First, it proposes a formulation of individual behavior towards a rumor analog to damped harmonic motion, which incorporates the opinions of individuals in the propagation process.
| |
− | Furthermore, it establishes rules of rumor transmission between individuals.
| |
− | As a result, it presents the HISBmodel propagation process, where new metrics are introduced to accurately assess the impact of a rumor spreading through OSNs.
| |
| | | |
− | 该模型是一个谣言传播模型,可以再现这种现象的趋势,并提供评估谣言影响的指标,以有效地了解扩散过程和减少其影响。人性中存在的多样性使得他们传播信息的决策能力不可预测,这是对这样一个复杂现象建模的主要挑战。因此,该模型考虑了人类个体和社会行为对谣言传播过程的影响。该模型提出的方法与文献中的其他模型类似,更关注于个人如何传播谣言。因此,它试图了解个人的行为,以及他们在 osn 的社会互动,并突出其对谣言传播的影响。因此,该模型试图回答以下问题: “一个人什么时候散布谣言?”?一个人什么时候会接受谣言?这个人在哪个网站上散布谣言。首先,针对一类阻尼谐波运动,提出了一种个体行为的表述方法,该方法在传播过程中综合了个体的观点。此外,它还建立了个体间谣言传播的规则。因此,它提出了 HISBmodel 传播过程,其中引入了新的度量,以准确评估谣言通过 osn 传播的影响。
| + | 因此,它试图了解个人的行为,以及他们在[[在线社交网络OSN]]的社会互动,并突出其对谣言传播的影响。因此,该模型试图回答以下问题: “一个人什么时候散布谣言?”?一个人什么时候会接受谣言?这个人在哪个网站上散布谣言。首先,针对一类阻尼谐波运动,提出了一种个体行为的表述方法,该方法在传播过程中综合了个体的观点。此外,它还建立了个体间谣言传播的规则。因此,它提出了 HISBmodel 传播过程,其中引入了新的度量,以准确评估谣言通过 在线社交网络传播的影响。 |
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| == References == | | == References == |