我会有Alexa的东西,但前提是那是我想要的!——个性化对语音商务中智能语音交互技术推荐能力的影响

Olena Yefimenko, Jonas Foehr, C. Germelmann
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引用次数: 0

摘要

随着智能语音交互技术(SVIT)增强了消费者的生活,其在语音商务等方面的商业应用也在增加。在这里,SVIT可以通过提供个性化的产品推荐,为消费者在购物过程中提供便利。语音商务的营销研究主要关注技术细节,忽视了消费者对这种个性化推荐的看法。当考虑到消费者的最终目标时,我们测试了个性化推荐对SVIT感知推荐能力的影响程度。我们的多因素在线实验结果表明,高度个性化会积极影响消费者对SVIT的态度,并增加购买意愿,特别是当他们追求优化(vs.满意)的最终目标时。我们的研究结果表明,高度个性化的推荐可以很好地预测优化和满意条件下的购买意愿,而低个性化的推荐只能预测满意条件下的购买意愿。这些结果增加了研究人员对消费者智能感知的理解,并帮助营销人员在实践中利用智能服务创造价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
I’ll have what Alexa’s having… but only if that’s what I’m looking for! – The impact of personalization on recommendation capabilities of smart voice-interaction technology in voice commerce
With smart voice-interaction technology (SVIT) augmenting consumers’ lives, its commercial application, e.g., in voice commerce, increases. Here, SVIT can offer consumers convenience during the shopping process by giving personalized product recommendations. Focusing primarily on the technicalities, marketing research on voice commerce has overlooked consumers’ perceptions of such personalized recommendations. We test to what extent personalized recommendations impact perceived recommendation capabilities of a SVIT when consumers’ end goals are taken into account. The results of our multifactorial online experiment suggest that high personalization positively impacts consumers’ attitude towards SVIT and increases purchase intention particularly when they pursue an optimizing (vs. satisficing) end goal. Our findings suggest that highly personalized recommendations are good predictors for purchase intentions in both optimizing and satisficing conditions, whereas low personalization predicts purchase in satisficing conditions only. These results add to researchers’ understanding of consumers’ smartness perceptions and help marketers leveraging smart service value creation in practice.
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