An Overview of Aggregating Vertical Results into Web Search Results

Abstract

Vertical aggregation is the task of integrating results from specialized search services or verticals into the web search results. Aggregating verticals into the core web results helps in achieving diversity in information search. In this paper various efforts made for selecting relevant vertical and presenting the aggregated results to the users are reviewed. Various vertical selection approaches and design and evaluation of aggregated search interfaces have been discussed which has been a less focused area as compared to the most prior research work in conventional web search interfaces.

Analisis Kelemahan Pengaturan Pengupahan Bagi Profesi Dokter Di Indonesia

“…Tanggung jawab dapat diindikasikan dari pelaksanaan kewajiban. Fred Ameln membagi kewajiban dokter atas tiga (3) kelompok, yaitu (Mustajab, 2013) Berikut beberapa hak pasien yang harus dihormati, antara lain: a) Hak atas informasi yang jelas mengenai penyakit yang diderita pasiennya. b) Hak untuk memberikan persetujuan atas tindakan medis yang akan dilakukan terhadapnya (informed consent).…”

Vertical intent prediction approach based on Doc2vec and convolutional neural networks for improving vertical selection in aggregated search

“…One of the most significant developments online in the last few years is the rising popularity of aggregated search (AS) systems, they present a most popular web search presentation paradigm used by major search engines in recent years, this technique consists of integrating search results from a variety of diverse verticals such as news, images, videos, health, and Wikipedia into a single interface with general web search. As shown in Figure 1 [1], research in aggregated search has taken two main directions. The first direction studies different methods used for predicting which verticals to present known as vertical selection (VS), another direction involves techniques that analyses the way of presenting these verticals in the Web results known as vertical presentation (VP), the research problem investigated in this paper focuses on the first one.…”

“…Figure 1. Aggregated search process [1] Regarding the first challenge, a variety of heterogeneous vertical search engines exist in the web, which means that each vertical has its own features, for example, some verticals are not directly searchable by users like the weather vertical, thus features generated from the vertical query-log will not be available for this kind of verticals. Also, features generated from vertical corpus will not be available for verticals such as the calculator and language translation [2].…”