Retargeting Will Feature in Your Future

再营销作为行为定向中的一颗隐藏明珠,近期为广告商带来了远超其他定向方式的效果。通过精准定位曾经浏览过产品的用户,再营销能显著提高转化率并降低获取成本。本文探讨了再营销的工作原理、应用可能性及其在电商领域的巨大潜力。

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Even in an environment where online ad targeting becomes more effective every day, retargeting is something special.

It's a fact: retargeting, the hidden gem of behavioral targeting, has generated vastly better results lately for our advertisers than any other single method of targeting. The retargeting portion of a recent campaign generated a conversion rate 270 percent higher than the average for the campaign's remaining advertising, and its cost per acquisition was 50 percent lower; in another campaign, although it represented only seven percent of ads served, retargeting was responsible for 25 percent of the sales and 50 percent of the revenue generated by the campaign as a whole. This kind of performance naturally sends shivers of excitement down the spines of direct marketers, but it should seem wonderful and fascinating even to unbiased observers. Chances are high that if you operate somewhere in internet advertising, retargeting will feature in your future. It does its job ruthlessly well, and any advertiser who is in a position to take advantage of it -- or publisher to offer it -- should take a long hard look.

Don't bin your remaining ad spend on the strength of it, though, because retargeting is a highly specialized tool-- certainly not a replacement for anything you already have. Like a soccer team's striker, it needs other, less glamorous players to deliver the ball with which it scores. Retargeting brilliantly converts prospects into buyers, but advertisers will still need to identify and reach those prospects in other ways.
 
How does it work? The basic principles are plain enough. First, prospects are driven to an advertiser's site through normal advertising channels. Next, key interactions -- such as product purchases or transaction values -- between the consumer and the site are flagged, and the consumer is identified as either a prospect or a customer. Finally, those prospects and customers are retargeted with messages specific to them when they visit other areas of the advertiser's site or any other site on an advertising network. (A publisher network is a key element in retargeting: it can provide initial traffic to the advertiser site as well as, for most campaigns, be the indispensable supplier of the actual retargeting opportunities themselves.)

What can it do? The possibilities of retargeting, if not endless, are enormous. People who have window shopped can be re-pitched with the product they almost bought, while purchasers can be retargeted with ads for supplementary or complementary purchases, more of the same, service contracts, promotions or special offers.

It's a straightforward concept, and has always looked plausible on paper. But while lots of ideas in this space have looked good on paper, only to fizzle dismally in practice, retargeting results have been consistently stunning. It's the rare instance in advertising where praxis fully bears out the promise of the theory.

Who is it for? Retargeting is, as I've said, a specialized tool. It works best for advertisers who are selling things or who want to extract a commitment of some kind from the user; ecommerce sites in general are ideal candidates for it. A consumer electronics site, for example, can segment prospects and customers in virtually limitless ways-- according to purchase and browse history, perhaps, with ads for the latest gaming platform, with games specific to their platform or with special promotions in the run up to a holiday. PSP owners could be delivered ads for memory sticks, games or movies specific to their platform. Shoppers who have abandoned shopping carts filled with CDs or Xboxes could be delivered 15-percent off CD coupons. The result in every case: fewer wasted impressions from mismatched products and consumers and increased conversion rates.

What does it need to succeed? In our experience, the essential factors for retargeting success are:

  • a sound source of prospects
  • well defined segments with compelling offers for those segments
  • a clear call in the retargeted ad to a definable action (probably the purchase of a good or service)
  • a robust ad serving platform
  • a carefully customized setup to ensure that the whole thing delivers the best possible results for each advertiser
  • and a large, sophisticated network to deliver the reach needed to find and retarget the previously identified prospects and customers in large numbers. 

All the other things that make a campaign successful -- a valuable offer, decent creative, et cetera -- are naturally requirements too, but the last two of these factors -- customization and reach -- are absolutely vital.

It's real. New things come along all the time, of course; good or bad, there's always someone ready to sing their praises. Retargeting, though, is real: it doesn't depend on a temporary edge that will be blunted once it becomes popular or on technology that, once matched by others, will no longer be effective. It's a solid, rational, workable approach that extracts maximum value from a specific situation and builds upon proven direct marketing principles that have been used for years in areas like circulation marketing and direct mail. Nothing online comes close to doing what retargeting does, and it will quickly become one of the top tools for any advertiser who can use it effectively. 

Jack Smith is vice president of product strategy at 24/7 Real Media.

资源下载链接为: https://pan.quark.cn/s/d9ef5828b597 在本文中,我们将探讨如何通过 Vue.js 实现一个带有动画效果的“回到顶部”功能。Vue.js 是一款用于构建用户界面的流行 JavaScript 框架,其组件化和响应式设计让实现这种交互功能变得十分便捷。 首先,我们来分析 HTML 代码。在这个示例中,存在一个 ID 为 back-to-top 的 div 元素,其中包含两个 span 标签,分别显示“回到”和“顶部”文字。该 div 元素绑定了 Vue.js 的 @click 事件处理器 backToTop,用于处理点击事件,同时还绑定了 v-show 指令来控制按钮的显示与隐藏。v-cloak 指令的作用是在 Vue 实例渲染完成之前隐藏该元素,避免出现闪烁现象。 CSS 部分(backTop.css)主要负责样式设计。它首先清除了一些默认的边距和填充,对 html 和 body 进行了全屏布局,并设置了相对定位。.back-to-top 类则定义了“回到顶部”按钮的样式,包括其位置、圆角、阴影、填充以及悬停时背景颜色的变化。此外,与 v-cloak 相关的 CSS 确保在 Vue 实例加载过程中隐藏该元素。每个 .page 类代表一个页面,每个页面的高度设置为 400px,用于模拟多页面的滚动效果。 接下来是 JavaScript 部分(backTop.js)。在这里,我们创建了一个 Vue 实例。实例的 el 属性指定 Vue 将挂载到的 DOM 元素(#back-to-top)。data 对象中包含三个属性:backTopShow 用于控制按钮的显示状态;backTopAllow 用于防止用户快速连续点击;backSeconds 定义了回到顶部所需的时间;showPx 则规定了滚动多少像素后显示“回到顶部”按钮。 在 V
### SMPL模型重定向技术概述 SMPL(Skinned Multi-Person Linear Model)是一种用于表示人体形状和姿态的参数化模型[^2]。它能够通过少量参数描述复杂的人体形态变化,广泛应用于动画制作、虚拟现实以及游戏开发等领域。在计算机图形学中,“retargeting”通常指将一个角色的动作迁移到另一个角色上,保持自然性和一致性。 #### 动作迁移的核心原理 动作迁移涉及两个主要方面:骨骼结构映射和运动捕捉数据适配。对于基于SMPL模型的动作迁移,其核心在于如何调整目标模型的姿态参数(pose parameters),使其匹配源模型的动作特征,同时保留自身的几何特性。具体来说: 1. **骨架对齐** 需要先定义源模型与目标模型之间的对应关系。这一步可以通过手动指定关节位置或利用自动算法完成。例如,在某些工具中会提供预设的标准人体比例作为中间桥梁来简化这一过程[^3]。 2. **姿势转换函数设计** 使用线性混合蒙皮(Linear Blend Skinning, LBS)或其他更高级的技术如双重四元数蒙皮(Dual Quaternion Skinning, DQS)。这些方法可以有效减少因不同体型带来的扭曲现象,并提高最终渲染质量[^1]。 3. **优化求解器构建** 构造能量最小化的框架以解决可能存在的冲突约束条件。比如当两腿交叉时可能会发生穿透问题,则需引入额外项惩罚此类情况的发生概率;又或者是针对特定部位设置权重系数从而更好地控制局部细节表现力等等。 4. **代码实现片段** 以下是Python环境下调用PyTorch库加载并操作SMPL模型的一个基本例子: ```python import torch from smplx import SMPL device = torch.device('cuda') if torch.cuda.is_available() else torch.device('cpu') model_path = 'path/to/your/smpl/model' smpl_model = SMPL(model_path=model_path).to(device) betas = torch.zeros([1, 10], dtype=torch.float32, device=device) # Shape parameters expression = torch.zeros([1, 10], dtype=torch.float32, device=device) # Expression parameters (if applicable) global_orient = torch.rand([1, 3], dtype=torch.float32, device=device) * 0.1 # Global orientation body_pose = torch.rand([1, 69], dtype=torch.float32, device=device) * 0.1 # Body pose parameters vertices, joints = smpl_model(betas=betas, expression=expression, global_orient=global_orient, body_pose=body_pose, return_verts=True, return_joints=True) print(vertices.shape) # Output shape of vertices tensor ``` 此脚本展示了如何初始化SMPL实例并通过输入相应向量得到网格顶点坐标集合及其关联的关键点信息。实际应用过程中还需要考虑更多因素诸如时间序列连续性处理等问题。 --- ###
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