Finding Negative Key Phrases for Internet Advertising Campaigns using Wikipedia

نویسندگان

  • Martin Scaiano
  • Diana Inkpen
چکیده

In internet advertising, negative key phrases are used in order to exclude the display of an advertisement to non-target audience. We describe a method for automatically identifying negative key phrases. We use Wikipedia as our sense inventory and as an annotated corpus from which we create context vectors and determine negative phrases, which correlate with negative senses of a positive key phrase.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Bidding on the Buying Funnel for Sponsored Search and Keyword Advertising

In this research, we evaluate the effectiveness of the buying funnel as a model for understanding consumer interaction with keyword advertising campaigns on web search engines. We analyze data of nearly 7 million records from a 33 month, $56 million (US) search engine marketing campaign of a major US retailer. We classify key phrases used in this campaign into stages of the buying funnel (i.e.,...

متن کامل

Advertising Keyword Suggestion Using Relevance-Based Language Models from Wikipedia Rich Articles

When emerging technologies such as Search Engine Marketing (SEM) face tasks that require human level intelligence, it is inevitable to use the knowledge repositories to endow the machine with the breadth of knowledge available to humans. Keyword suggestion for search engine advertising is an important problem for sponsored search and SEM that requires a goldmine repository of knowledge. A recen...

متن کامل

Finding titles representing segments of Wikipedia Articles from keyphrases

Wikipedia is a free online encyclopedia that aims to allow anyone to edit any article or create them. However, articles tend to become long and complex, so giving appropriate titles or key phrases to untitled segments is necessary for reader assistance. In this paper, we show methods to select titles for representing article segments. Key phrase extraction has been studied for years, but we con...

متن کامل

A Practical Application of Differential Privacy to Personalized Online Advertising

Online advertising plays an important role in supporting many Internet services. Personalized online advertising offers marketers a way to direct ads at very specific audiences. The vast body of Internet users combined with the ease of creating and monitoring personalized advertising campaigns make online advertising an extremely strong tool for marketers. However, many concerns arise regarding...

متن کامل

The Brand Effect of Key Phrases and Advertisements in Sponsored Search

In this paper, we analyze the relationship between performance and use of brand terms in the key phrases that link advertisements to searcher queries. We use data that consist of more than 2.5 million daily records from a key word advertising campaign of a major U.S. retailer. The campaign spanned nearly four years, involved approximately $8 million in advertising cost, and generated more than ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2011